WO2014030296A1 - Body movement-determining device and electric stimulation device - Google Patents
Body movement-determining device and electric stimulation device Download PDFInfo
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- WO2014030296A1 WO2014030296A1 PCT/JP2013/004505 JP2013004505W WO2014030296A1 WO 2014030296 A1 WO2014030296 A1 WO 2014030296A1 JP 2013004505 W JP2013004505 W JP 2013004505W WO 2014030296 A1 WO2014030296 A1 WO 2014030296A1
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/103—Measuring devices for testing the shape, pattern, colour, size or movement of the body or parts thereof, for diagnostic purposes
- A61B5/11—Measuring movement of the entire body or parts thereof, e.g. head or hand tremor or mobility of a limb
- A61B5/112—Gait analysis
Definitions
- the present invention relates to a body movement determination device for detecting a walking state and an electrical stimulation device using the body movement determination device.
- Patent Document 1 describes a body movement determination device that detects a walking state based on an output signal of an acceleration sensor worn on a user's body.
- the walking state detected by the body movement determination device is used, for example, to evaluate the motion of the left leg and the right leg, or to apply a physical stimulus to the user.
- abnormalities such as a failure of a sensor or detachment of a sensor from a body
- the accuracy of the detection value of the sensor may decrease, and the low-accuracy detection value is a determination of the user's action. May reduce accuracy.
- the sensor once the sensor is worn on the user's body, it is difficult to accurately detect whether the sensor is abnormal or not.
- An object of the present invention is to provide a body movement determination device capable of detecting whether or not there is an abnormality in a sensor worn on a human body, and an electrical stimulation device using the body movement determination device.
- a body movement judging device is attached to a human body, detects a body movement, and outputs an output signal which shows a detection result based on an output signal of the sensor And a sensor malfunction detection unit configured to detect a malfunction of the sensor.
- the sensor abnormality detection unit preferably detects that the sensor is in an abnormal state when the output signal of the sensor is larger than an upper threshold or smaller than a lower threshold.
- the sensor detects a physical quantity indicating displacement of a human body, and the sensor malfunction detection unit determines that a time interval of peak values of an output signal of one sensor having a value exceeding a predetermined threshold is equal to or less than a predetermined interval. At the same time, it is preferable to detect that the one sensor is in an abnormal state.
- the sensor detects a physical quantity that indicates displacement of the human body
- the sensor abnormality detection unit detects an abnormality of the sensor when one or both of the following first condition and second condition are satisfied.
- the first condition is that the output signal of the sensor is larger than the upper threshold or smaller than the lower threshold
- the second condition is the sensor abnormality It is preferable that the time interval of the peak value of the output signal of one sensor in which the detection unit has a value exceeding a predetermined threshold is equal to or less than the predetermined interval.
- the sensor abnormality detection unit is configured to perform frequency analysis on an output signal of the sensor, and detect an abnormality of the sensor based on the predetermined threshold and the predetermined interval as a result of the frequency analysis. Is preferred.
- the sensor is two or more sensors, and the body movement judging unit cancels the judgment of the body movement based on the output signal of the specific sensor when the abnormality of the specific sensor is detected by the sensor abnormality detecting unit. At the same time, it is preferable to determine the state of the body movement based on the output signals of other sensors whose abnormality has not been detected except for the specific sensor.
- the sensor is a plurality of sensors mounted at symmetrical positions with respect to a reference plane which is a plane that is the center of symmetrical movement of the human body, and the body movement judging unit is a part of the human body with respect to the reference plane.
- a first discriminator for discriminating the movement of one limb of a human body based on output signals of one or more first sensors mounted on one side, and one mounted on the other side of the human body with respect to the reference surface
- a second determination unit that determines the movement of the other limb of the human body based on the output signal of the second sensor described above, wherein the body movement determination unit detects an abnormality of one sensor by the sensor abnormality detection unit.
- the operation determination is performed based on the output signal of the one sensor detected as abnormal, the determination of the state of body movement based on the operation determination result of the first determination unit or the second determination unit is canceled, and the other Determining the state of the body movement based on the operation determination result of the determination unit It is preferred.
- the sensor abnormality detection unit outputs the determination timing of the determination result of the first determination unit when the determination result indicating the stationary state symmetrically with respect to the reference surface is output from each of the first determination unit and the second determination unit. It is preferable to detect that either the first sensor or the second sensor is in an abnormal state, when the interval between the second determination unit and the output timing of the determination result of the second determination unit is equal to or longer than a predetermined time.
- the body movement determination device further includes a display unit for visibly displaying the determination result of the body movement determination device, and the display unit generates an abnormality when the sensor abnormality detection unit detects an abnormality of the sensor. Is preferably visible.
- the sensor abnormality detection unit activates a detection function in response to the occurrence of a defined body movement, and stops the detection function in response to an end of the defined body movement.
- an electric stimulation apparatus comprising: the body movement judging device; an electric stimulation unit for giving an electric stimulation to a human body; and the electric stimulation unit based on the movement of the human body judged by the body movement judging device. And a controller configured to control the electrical stimulation to be applied to the human body by controlling.
- control unit stops the application of the electrical stimulation for a predetermined time when the sensor abnormality detection unit detects an abnormality of the sensor.
- FIG. 1 is a front view of the human body with which the body movement determination apparatus of 1st Embodiment was mounted
- FIG.1 is a schematic perspective view of the body movement determination apparatus of Fig.1 (a). It is a rear view of a mounting part.
- It is a block diagram of the body movement judging device of a 1st embodiment. It is a graph which shows the detection value of a sensor, an upper limit threshold, and a lower limit threshold.
- (A) and (b) are figures for demonstrating walk operation
- FIG. 1 It is a flowchart of the process which the control part of the body movement determination apparatus of 1st Embodiment performs.
- FIG. 1 is a block diagram of the body movement determination apparatus of 2nd Embodiment.
- FIG. 1 is a graph showing the difference between the output signals of two normal sensors attached respectively to the user's thigh and knee,
- (b) is a normal sensor attached to the user's thigh And
- (c) is a graph showing an output signal of the sensor attached to the user's knee during normal operation. It is a graph which shows the frequency-analyzed normal sensor, the output signal of an abnormal sensor, and a threshold.
- determination of the walking motion by the body movement determination apparatus of 2nd Embodiment (a) is a figure which shows the discrimination result of a 1st discrimination
- (A) is a front view of the human body with which the body movement judging device of a 3rd embodiment was equipped
- (b) is a schematic diagram of an operation part. It is a block diagram of the body movement determination apparatus of 3rd Embodiment.
- (A) is a graph which shows the output signal and threshold value of a sensor.
- (B) is a graph which shows the difference of the output signal of two sensors. It is a flowchart which shows the flow of a process of the sensor abnormality detection part of 3rd Embodiment.
- (A) is a figure which shows the installation aspect of the sensor installed in the regular direction
- (b) is a figure which shows the installation aspect of the sensor installed in the direction contrary to a regular.
- FIGS. 1 to 9 a body movement determining apparatus 10 according to a first embodiment of the present invention will be described with reference to FIGS. 1 to 9.
- the body movement determination apparatus 10 is provided with sensor SL1, SL2, SR1, SR2 which detects the physical quantity which shows displacement of a user's thigh and knee, for example.
- the body movement determination device 10 detects the walking state of the user based on the detection results of the sensors SL1, SL2, SR1, and SR2.
- the body movement determination device 10 includes a mounting portion 11 attached to the left and right legs of the user and a main body portion 12.
- the body movement determination apparatus 10 attached to right and left both feet is the same structure, it illustrates and demonstrates only a left leg.
- the mounting portion 11 includes a thigh mounting portion 21 attached to the thigh, a lower leg mounting portion 22 attached to the lower leg, and a pair of connecting portions 23a and 23b connecting the thigh mounting portion 21 and the lower leg mounting portion 22 to each other. including.
- the thigh attachment portion 21 includes a thigh front pad 24 covering a part of front and side of the thigh and a pair of thigh rear pads 25 formed on both ends of the thigh front pad 24, And 26.
- the thigh front pad 24 is formed in accordance with the shape of the thigh, and a recess 24a is formed on the knee side portion (lower end side in FIG. 2).
- the thigh back pads 25, 26 have a band shape extending from both ends of the thigh front pad 24.
- Connecting portions 25b and 26b are provided on the tip portions 25a and 26a of the thigh rear surface pads 25 and 26, respectively.
- connection portions 25b and 26b may be, for example, surface fasteners such as Velcro (registered trademark).
- the thigh attachment portion 21 is attached to the user's thigh by connecting the connecting portions 25b and 26b of the thigh rear surface pads 25 and 26 to each other on the back of the thigh.
- the lower leg attachment portion 22 includes a lower leg front pad 27 covering a part of the front and side of the lower leg, and a pair of lower leg back pads 28, 29 formed on both end portions (left and right ends in FIG. 2) of the lower leg front pad 27. And.
- the lower leg front pad 27 is formed in accordance with the shape of the lower leg, and a recess 27a is formed on the upper end side of the knee side portion (FIG. 2).
- the lower back pads 28, 29 have a band shape extending from both ends of the lower front pad 27.
- Connecting portions 28 b and 29 b are respectively provided on the tip portions 28 a and 29 a of the lower thigh back pads 28 and 29.
- connection portions 28b and 29b may be, for example, surface fasteners such as Velcro (registered trademark).
- the lower thigh attachment portion 22 is attached to the lower thigh of the user by connecting the connecting portions 28b, 29b of the lower thigh back pads 28, 29 to each other on the back of the lower thigh.
- connection parts 23a and 23b are, for example, members having stretchability, and are formed to connect the left ends and the right ends of the thigh attachment part 21 and the lower leg attachment part 22, respectively.
- the attachment hole 31 (see FIG. 2) is formed by the recess 24a of the thigh front pad 24, the recess 27a of the lower thigh front pad 27, 1 (b)) is divided.
- the thigh front pad 24 and the lower thigh front pad 27 are provided with insertion portions 32 and 33 at substantially the center, and the sensors SL1 and SL2 (SR1 and SR2) are disposed in the insertion portions 32 and 33, respectively.
- the sensors SL1 and SR1 provided on the thigh front pad 24 are, for example, acceleration sensors.
- the sensors SL2 and SR2 provided on the lower leg front pad 27 are, for example, angular velocity sensors.
- the sensors SL1 and SR1 acceleration sensor
- the sensors SL2 and SR2 output a signal indicating the angular velocity of the lower leg rotating about the knee joint.
- the body movement determination device 10 detects the walking state (displacement of the knee joint) using the output signals of the sensors SL1 and SL2 (SR1 and SR2).
- the sensors SL1, SL2, SR1, and SR2 may use the same type of sensor.
- a rotary encoder, a potentiometer, a goniometer, an acceleration sensor, a gyro sensor, or the like may be used as each of the sensors SL1, SL2, SR1, and SR2, a rotary encoder, a potentiometer, a goniometer, an acceleration sensor, a gyro sensor, or the like may be used.
- the sensors SL 1, SL 2, SR 1, SR 2 are electrically connected to the main body 12 via the connection cable 13.
- the main body unit 12 includes a display unit 43 for visually displaying various information and an operation unit 44 for
- the sensor SL1 attached to the upper portion of the lower left crotch and the sensor SR1 attached to the upper portion of the lower right crotch are disposed at symmetrical positions with respect to the reference plane O.
- the reference plane O is a plane that is central to the symmetrical motion of the human body. In the illustrated example, the reference plane O is a median plane that divides the user's body equally from left to right as viewed in the walking direction.
- the sensor SL2 mounted to the lower portion of the lower left crotch of the user and the sensor SR2 mounted to the lower portion of the lower right crotch are disposed at symmetrical positions with respect to the reference plane O.
- the two sensors SL1 and SL2 attached to the lower left crotch constitute a first detection unit SL that detects the movement of the user's left foot.
- the two sensors SR1 and SR2 attached to the lower right crotch constitute a second detection unit SR that detects the movement of the user's right foot.
- the first detection unit SL and the second detection unit SR constitute a body movement detection unit.
- the main body 12 includes a control unit 41 and a power supply unit 45.
- Control unit 41 includes an arithmetic processing unit 46, a determination unit 47, and a sensor abnormality detection unit 1 that detects whether there is an abnormality in sensors SL1, SL2, SR1, and SR2.
- the arithmetic processing unit 46 is connected to the sensors SL1, SL2, SR1, and SR2.
- the determination unit 47 is an example of a body movement determination unit.
- the sensors SL1, SL2, SR1, and SR2 detect the walking motion of one walking cycle consisting of the stance phase and the swing phase shown in FIGS.
- the arithmetic processing unit 46 is supplied with output signals IL1, IL2, IR1, IR2 of the sensors SL1, SL2, SR1, SR2.
- the output signals IL1 and IL2 of the sensors SL1 and SL2 indicate the results of detection of the walking motion for one of the two regions divided by the median plane O.
- the output signals IR1 and IR2 of the sensors SR1 and SR2 indicate the detection results of the walking motion for the other region.
- the arithmetic processing unit 46 performs signal processing on sensor output signals IL1, IL2, IR1, and IR2.
- the signal processing of the arithmetic processing unit 46 may be, for example, removal of noise such as high frequency components, calculation of a moving average value, and frequency analysis.
- the arithmetic processing unit 46 performs processing of combining the output signals IL1 and IL2 of the sensors SL1 and SL2 and the output signals IR1 and IR2 of the sensors SR1 and SR2 arranged symmetrically with respect to the median plane O.
- the arithmetic processing unit 46 executes, for example, subtraction processing (IL1 ⁇ IR1) and / or addition processing (IL1 + IR1) of the output signal IL1 and the output signal IR1 as the combination processing.
- the arithmetic processing unit 46 executes, for example, subtraction processing (IL2-IR2) and / or addition processing (IL2 + IR2) of the output signal IL2 and the output signal IR2 as combined processing.
- the arithmetic processing unit 46 can also generate the signal Z1 by combining the output signals IL1, IL2, IR1, and IR2 in accordance with the following equation.
- the output signals IL1, IL2, IR1, and IR2 are substituted for the variables X1 to X4.
- values in which the output signals IL1 and IL2 of the first detection unit SL and the output signals IR1 and IR2 of the second detection unit SR are combined may be substituted.
- the values of the variables X1 to X4 are characteristic values of the output signals IL1, IL2, IR1, and IR2 in the respective determination sections H1a to H1c (see FIG. 6).
- the values of the variables X1 to X4 are, for example, moving average values, differential values, values calculated by performing predetermined calculations with other characteristic values (for example, X1-X4, X1 + X2), etc. It may be a value obtained continuously.
- the set values (coefficients a to d) can be changed in each of the determination sections H2a to H2d.
- the values of the coefficients a to d and the constant C are set, for example, using a discriminant analysis method which is one of multivariate analysis methods. For example, a walking test is performed on a plurality of subjects in advance to calculate variables X1 to X4 in each of the discrimination sections H1a to H1c.
- Another sensor is used to detect the determination sections H1a to H1c in the walking test.
- the variables X1 to X4 are substituted into the discriminant Z1 calculated based on the discriminant analysis method, and characteristic values of all the discrimination sections H1a to H1c are represented (grouped) in one graph.
- the coefficients a to d are set such that the above-described discriminant equation Z1 indicates the boundary of characteristic values of the respective discrimination sections H1a to H1c grouped in this graph. That is, when the determination sections H1a to H1c are different, different coefficients a to d are set.
- the constant C is a value for adjusting the value of the discriminant Z1.
- the arithmetic processing unit 46 supplies the processing result to the sensor abnormality detection unit 1.
- the sensor abnormality detection unit 1 determines whether or not there is an abnormality in the sensors SL1, SL2, SR1, and SR2 based on upper and lower thresholds defined for output signals of the sensors SL1, SL2, SR1, and SR2.
- the upper threshold and the lower threshold will be described.
- the upper limit threshold value ERu is set to a value larger by a predetermined value or more than the sum (for example, average value + 3 ⁇ ) of the average value and the standard deviation of the detection values of normal sensors SL1, SL2, SR1, SR2.
- Ru is set to a value smaller by a predetermined value or more than the sum (for example, the average value -3 ⁇ ) of the average value and the standard deviation of the detection values of the normal sensors SL1, SL2, SR1, SR2.
- the absolute values of the upper threshold ERu (+800) and the lower threshold ERd (-800) are the same.
- the normal range ⁇ S is a range not less than the lower limit threshold ERd and not more than the upper limit threshold ERu.
- the detection value of the sensor outside the normal range ⁇ S is an abnormal value.
- the sensor abnormality detection unit 1 detects that the sensor is abnormal.
- the sensor abnormality detection unit 1 does not supply the output signal of the sensor detected as abnormal to the determination unit 47, and supplies only the output signal of the sensor not detected as abnormal to the determination unit 47.
- the determination unit 47 includes a comparison unit 49 and a logic operation unit 50, as shown in FIG.
- the comparison unit 49 determines which section the value of the signal Z1 calculated by the arithmetic processing section 46 belongs to, by whether the signal Z1 is larger or smaller than the threshold with different threshold values in each determination section.
- the logic operation unit 50 performs logic operation of the determination signal supplied from the comparison unit 49.
- the determination unit 47 uses the comparison unit 49 and the logic operation unit 50 to make a determination on the output signals IL1, IL2, IR1, IR2 and the like. For example, the determination unit 47 detects a plurality of determination sections H1a to H1c illustrated in FIG. 6 from the walking motion of one walking cycle (the standing phase and the swing phase) illustrated in FIG. Then, the determination unit 47 performs control of changing the output signal from the high level to the low level, for example, when it is determined that the determination section H1a is switched to the determination section H1b in accordance with the walking motion.
- the display unit 43 displays, for example, the determination result of the walking state of the user in each of the determination sections H1a to H1c.
- the evaluation result of the walking motion based on the difference in the movement of the left and right legs in the determination sections H1a to H1c and the difference in the movement of the left and right legs is displayed. Note that the operation to be the determination target displayed on the display unit 43 can be changed by the user using the operation unit 44.
- the power supply unit 45 supplies a drive current to the sensors SL1, SL2, SR1, and SR2, the control unit 41, and the operation unit 44.
- the power supply unit 45 is, for example, a power supply circuit that generates a required drive current based on the supply of a rechargeable battery, a dry battery, and a commercial power source.
- One walking cycle indicates a cycle from when the heel of the foot of one side of the user touches the ground to when the same heel again touches the ground again.
- the period in which one of the user's feet is in contact with the floor in one walking cycle is the stance phase (also referred to as stance phase), and the period in which the foot is away from the floor is the swing phase (also referred to as swing phase).
- stance phase also referred to as stance phase
- swing phase also referred to as swing phase
- FIG. 5 and FIG. 6 when the condition of each leg of the walking cycle is shown, when one leg is in the stance phase, the other leg may be in the swing phase. Then, the other leg is shifted from one leg over time to become a stance phase.
- a period occurs in which both feet touch the ground.
- control unit 41 When the control unit 41 obtains the output signals IL1, IL2, IR1, IR2 of the sensors SL1, SL2, SR1, SR2 along with the walking motion of the user, it detects whether or not there is an abnormality in the sensors SL1, SL2, SR1, SR2. Do.
- the control unit 41 detects a stance phase and a plurality of swing phases (discrimination sections H1a to H1c) from one walking cycle based on an output signal of a sensor detected as normal (see FIG. 6).
- the control unit 41 determines the walking state of the user based on the determination sections H1a to H1c.
- the sensors SL1, SL2, SR1, SR2 detect displacement of the user (human body) accompanying the walking motion, and output signals IL1, IL2, IR1, IR2 indicating the detection results It supplies to the abnormality detection part 1 (step 61).
- Each sensor is configured to detect a physical quantity corresponding to a displacement of a human body, such as acceleration and / or angular velocity.
- the sensor abnormality detection unit 1 detects whether the detection result of the output signals IL1, IL2, IR1, IR2 exceeds the range of the normal range ⁇ S (step 62).
- the sensor abnormality detection unit 1 detects that the sensor is abnormal when the detection value of a certain sensor exceeds the range of the normal range ⁇ S.
- the sensor abnormality detection unit 1 detects that the sensor indicating the detection value within the normal range ⁇ S is normal. Then, the sensor abnormality detection unit 1 outputs, to the arithmetic processing unit 46, only detection values (output signals IL1, IL2, IR1, and IR2) of the sensor that is detected as normal.
- the sensor abnormality detection unit 1 When the sensor abnormality detection unit 1 detects an abnormality of a certain sensor, the sensor abnormality detection unit 1 supplies a signal indicating that effect to the display unit 43. As a result, as shown in FIG. 8A, the display unit 43 displays information indicating the occurrence of an abnormality. Further, as illustrated in FIG. 8B, the display unit 43 can include an LED corresponding to each of the sensors SL1, SL2, SR1, and SR2. In this configuration, for example, when an abnormality of the sensor SL1 is detected, only the LED indicating the occurrence of the abnormality of the sensor SL1 is lit.
- the arithmetic processing unit 46 performs, for example, a process of combining the output signals IL1 and IL2 of the sensors SL1 and SL2, SR1 and SR2 which are divided by the median plane O with the output signals IR1 and IR2.
- the arithmetic processing unit 46 also performs signal processing on the combined signal and the previous signal to be combined (step 63).
- the arithmetic processing unit 46 outputs the signal subjected to the signal processing to the determination unit 47.
- the determination unit 47 detects a plurality of determination sections H1a to H1c from one walking cycle based on the supplied signal and a threshold for dividing one walking cycle for each characteristic of walking motion.
- the determination unit 47 determines one walking cycle into a determination section H1a which is a standing phase shown in FIG. 6 and determination sections H1b and H1c which are a plurality of swing phases.
- the determination unit 47 causes the comparison unit 49 to compare the signals indicated as transition IL1 to IR1 in FIG. 6 as the subtraction results of the output signals IL1 and IR1 with the defined thresholds TH1, TH2, TH3, and TH4.
- the determination unit 47 determines, based on the comparison result, a period in which the transition IL1-IR1 exceeds the threshold TH1 or TH2 as a stance period.
- the comparison unit 49 sets the transition IL1-IR1 to "1" (high level) when each output signal is smaller than the threshold values TH1 and TH2. Further, when each output signal is equal to or greater than the threshold, the comparison unit 49 outputs the transition IL 1 -IR 1 as “0” (low level) to the logic operation unit 50.
- the threshold values TH1, TH2, TH3, and TH4 are constant values in one walking cycle.
- step 65 shown in FIG. 6 the logic operation unit 50 performs logic operation of the determination signal supplied from the comparison unit 49.
- the determination unit 47 detects the determination sections H1a to H1c from the output result of the logic operation unit 50 (step 66).
- the logic operation unit 50 determines that the period T12 in which the transition IL1-IR1 exceeds the threshold value TH1 is the first stance phase. Furthermore, the logic operation unit 50 determines that the period T23, which is a period after the threshold value TH1 is reached once and exceeds the threshold value TH2, is the late stance phase. Then, based on the determination result of the logic operation unit 50, the determination unit 47 defines a period including the stance phase early phase T12 and the stance phase late period T23 as a determination section H1a. In addition, in the first stance phase, it is in a state (section) until the heel is separated from the ground by touching the heel with the heel of one foot during one walking cycle. In the latter half of the stance phase, the heels of one foot are separated from the ground during one walking cycle, and the toes are separated from the ground.
- the logic operation unit 50 determines that the period T34 which is a period following the late stance phase and which is equal to or less than the threshold TH3 is the swing phase early period. Further, the logic operation unit 50 is a period following the early swing phase, and determines that the period T40 exceeding the threshold TH3 and equal to or smaller than the threshold TH4 is late swing phase. Then, based on the determination result of the logic operation unit 50, the determination unit 47 defines the swing phase early period as a determination section H1 b and the swing phase late period as a determination section H1 c.
- the logic operation unit 50 separately acquires a determination signal different from the determination signal used for the determination. Then, the logical operation unit 50 specifies the determination sections H1a to H1c by performing a logical operation on the acquired determination signal.
- the threshold values TH1, TH2, TH3, and TH4 are set based on, for example, walking tests performed in advance for a plurality of subjects.
- the gait test is performed, for example, by providing another sensor (for example, a pressure sensor) in addition to the sensors SL1, SL2, SR1, and SR2 on the body of the subject.
- This other sensor is provided to detect the discrimination sections H1a to H1c in the walking test.
- a pressure sensor provided on the sole detects a period in which the foot is in contact with the ground in one walking cycle, and this period is regarded as a standing period, that is, a determination section H1a.
- the value of the output signal of each subject is acquired according to the discrimination sections H1a to H1c detected by such another sensor. Then, for example, the average value of the values of the output signals at the boundaries of the determination sections H1a to H1c is calculated.
- the calculated results are set as threshold values TH1, TH2, TH3 and TH4.
- the threshold value TH2 is set to a value for determining the output signal in the late stance phase and the sections before and after that (the stance phase period and the swing phase period). Therefore, the threshold value TH2 is set from the average value of the values of the output signals at the boundaries between the first standing phase period of the plurality of subjects in the walking test and the sections before and after the standing phase period.
- the settings of the threshold values TH1, TH2, TH3 and TH4 are not limited to the border values, and may be set based on, for example, the average value of the values of the respective output signals in the respective determination sections H1a to H1c. Good.
- the above-described body movement determination device 10 includes the sensor abnormality detection unit 1 that detects whether there is an abnormality in the sensors SL1, SL2, SR1, and SR2.
- the sensor abnormality detection unit 1 outputs only the detection result (output signal) of the sensor that has detected normality to the determination unit 47. Therefore, the determination unit 47 can determine the operation of the human body based on the detection result that is detected to be normal.
- the sensor abnormality detection unit 1 detects that the sensor is abnormal when the detection result of the sensors SL1, SL2, SR1, and SR2 exceeds the threshold value ERu because it is higher than the upper limit threshold value ERu. Further, when the detection result of the sensors SL1, SL2, SR1, SR2 exceeds the absolute value of the lower limit threshold ERd, the sensor abnormality detection unit 1 detects that the sensor is abnormal. Therefore, the sensor abnormality detection unit 1 determines whether the detection result of the sensors SL1, SL2, SR1, and SR2 exceeds any one of the upper limit threshold ERu and the lower limit threshold ERd. And the sensor abnormality detection part 1 can detect abnormality of a sensor only by performing this determination.
- the sensor abnormality detection unit 1 detects an abnormality of the sensors SL1, SL2, SR1, and SR2 using two thresholds, the upper limit threshold ERu and the lower limit threshold ERd. Therefore, even if the detection values of the sensors SL1, SL2, SR1, and SR2 are reversed due to the mounting of the mounting unit 11 in the opposite direction to the normal direction, the sensor abnormality detection unit 1 is abnormal. Can be detected. Therefore, the sensor abnormality detection unit 1 can detect an abnormality of the sensors SL1, SL2, SR1, and SR2 regardless of the mounting direction of the mounting unit 11 and the sensors SL1, SL2, SR1, and SR2. Thereby, the reliability of abnormality detection by the sensor abnormality detection unit 1 is enhanced.
- the sensor abnormality detection unit 1 When the sensor abnormality detection unit 1 detects an abnormality in the sensors SL1, SL2, SR1, and SR2, the sensor abnormality detection unit 1 displays the fact on the display unit 43. Therefore, the sensor abnormality detection unit 1 can allow the user to visually recognize that an abnormality has occurred in the sensors SL1, SL2, SR1, and SR2.
- the above-described body movement determination device 10 includes the sensors SL1 and SL2 and the sensors SR1 and SR2 disposed in a region sandwiching the reference surface O of the user.
- the sensors SL1, SL2, SR1, and SR2 detect a symmetrical walking motion.
- the determination unit 47 combines the plurality of output signals IL1, IL2, IR1, and IR2 detected by the sensors SL1, SL2, SR1, and SR2 to determine the walking motion of the user. Therefore, the amount of data used to determine the walking motion increases, and highly accurate determination becomes possible.
- evaluation including the state of the other leg can be performed. This enables, for example, an evaluation including an interaction with the other state when evaluating one leg.
- the sensors SL1 and SL2 and the sensors SR1 and SR2 are disposed at symmetrical positions with respect to the median plane O which is the boundary of the walking motion performed symmetrically. That is, the motion of the human body has many parallel movements with respect to the median plane O which divides the human body seen from the walking direction evenly. In addition, the motion of the human body tends to be similar in the part divided by the median plane O (for example, the left limb and the right limb). For example, in the motion of sitting on a chair, the left and right legs operate simultaneously, such as when the left and right knees extend from the standing position and the knee bends when the seat surface is approached.
- the determination unit 47 is supplied with the output signals IL1 and IL2 of the sensors SL1 and SL2 attached to one of the legs and the output signals IR1 and IR2 of the sensors SR1 and SR2 attached to the other of the legs. Therefore, the data amount of the signal supplied to the determination unit 47 is doubled as compared with the configuration in which only the output signals IL1 and IL2 of the sensors SL1 and SL2 are used. Thus, the walking motion of the user is more accurately determined.
- the movement of each part is similar to the median plane O, but the rhythm or phase of movement may differ between parts.
- the motions of the left and right hip sides during walking are out of phase by about 180 degrees.
- the detection result of one of the sensors SL1 and SL2 (SR1 and SR2) tends to make it difficult to determine the operation. Therefore, by using the detection results of the other sensors SR1 and SR2 (SL1 and SL2), it becomes easy to determine an operation that was conventionally difficult to determine.
- the body movement determination device 10 includes sensors SL1 and SL2 attached to one limb of a user (human body) and sensors SR1 and SR2 attached to one limb of the user.
- sensors SL1, SL2, SR1, and SR2 are worn on the limbs that commonly exist on the left and right of the human body, the sensor values fluctuate more than when the sensors SL1, SL2, SR1, and SR2 are worn on the user's waist There are many. This increases the amount of data that can be acquired.
- the sensor values of the sensors SL1 and SL2 and the sensors SR1 and SR2 attached to the left and right crotch have a sufficient difference.
- the motion determination is performed with higher accuracy by attaching the sensors SL1, SL2, SR1, and SR2 to the left and right limbs that are present commonly on the left and right of the human body.
- the body movement determination device 10 combines the output signals of the sensors SL1, SL2, SR1, and SR2 mounted at symmetrical positions on the median plane O. And the body movement determination apparatus 10 performs operation
- the left and right common human body parts for example, feet and legs
- a method is also conceivable in which the state of one leg is acquired by a sensor attached to one leg, and the state of the other leg is acquired by a sensor attached to the other leg.
- the states of the left and right legs are determined based on the sensor values of the respective sensors, and the state of the human body is determined based on the determination result.
- the states of the left and right legs are individually determined.
- movement of the whole human body is discriminate
- the body movement determination device 10 determines the movement of one of the limbs of the human body based on the signal obtained by the combination. Thereby, the body movement determination apparatus 10 can determine the standing position with high accuracy and quickly.
- the body movement determination device 10 includes a determination unit 47 that divides one walking cycle (the stance phase and the swing phase) using the thresholds TH1, TH2, TH3, and TH4.
- the threshold values TH1, TH2, TH3, and TH4 are set to values capable of detecting a desired section (discrimination section H1b, H1c) obtained by dividing the swing phase further. Therefore, by dividing one walking cycle into a plurality of determination sections H1a to H1c, it is possible to appropriately evaluate the balance and the like of the body based on the determination sections H1a to H1c.
- the body movement determination device 10 is provided at a position where the sensors SL1, SL2, SR1, and SR2 sandwich the user's knee (joint), and is configured to be able to detect the rotational position (angular velocity etc.) of the knee joint. As shown in FIG. 9, for example, in the early period of the swing phase, the thigh rotates about the hip joint in the same direction as the traveling direction B1 (rotational direction B2).
- the sensors SL1 and SR1 detect acceleration of the thigh with respect to the rotational direction B2 and output output signals IL1 and IR1.
- the lower leg rotates in a direction B3 in which an inertial force acts on the knee joint (rotational direction B4).
- the sensors SL2 and SR2 angular velocity sensors
- both parts rotate in the opposite direction to the previous period (rotational directions B5 and B6). Therefore, sensors SL1, SL2, SR1, and SR2 are provided at sites sandwiching the knee joint so as to detect the characteristic motion of the foot in the swing phase described above. Thereby, the detection accuracy of the discrimination sections H1b and H1c can be improved.
- the first embodiment has the following effects.
- the body movement determination device 10 includes the sensor abnormality detection unit 1 that detects whether there is an abnormality in the sensors SL1, SL2, SR1, and SR2. Thus, the body movement determination device 10 can accurately detect whether there is an abnormality in the sensors SL1, SL2, SR1, and SR2 worn on the human body.
- the sensor malfunction detection unit 1 detects a sensor malfunction by comparing the detection results of the sensors SL1, SL2, SR1, and SR2 with the upper limit threshold value ERu. Further, the sensor malfunction detection unit 1 detects a sensor malfunction by comparing the detection results of the sensors SL1, SL2, SR1, and SR2 with the lower threshold ERd.
- the structure for comparing the detection results of the sensors SL1, SL2, SR1 and SR2 with the upper limit threshold value ERu and / or the lower limit threshold value ERd is simple, the calculation load for comparison is low, and the comparison accuracy is high. Therefore, the sensor abnormality detection unit 1 can detect the abnormality of the sensors SL1, SL2, SR1, and SR2 easily and accurately.
- the sensor abnormality detection unit 1 detects an abnormality based on whether the detection result of the sensors SL1, SL2, SR1, SR2 exceeds the normal range ⁇ S which is equal to or more than the lower limit threshold ERd and less than the upper limit threshold ERu. Thus, the sensor abnormality detection unit 1 can detect an abnormality of the sensors SL1, SL2, SR1, and SR2 regardless of the installation direction of the mounting unit 11 and the sensors SL1, SL2, SR1, and SR2.
- the body movement judging device 10 detects the sensors SL1, SL2, SR1, SR2 mounted at symmetrical positions with respect to the reference surface O of the human body, and the output signals IL1, IL2, of the sensors SL1, SL2, SR1, SR2. And a discrimination unit 47 that discriminates the posture (action) of the human body by combining IR1 and IR2. As a result, the amount of data used to determine the walking motion increases, and highly accurate determination becomes possible.
- the sensors SL1 and SL2 and the sensors SR1 and SR2 are disposed symmetrically with respect to the median plane O which divides the human body seen from the walking direction equally to the left and right.
- the data amount of the signal supplied to the determination unit 47 is twice that of the comparative example in which only the output signals IL1 and IL2 of the sensors SL1 and SL2 are used, and the walking motion of the user is more accurately determined. Ru.
- the body movement determination device 10 includes a plurality of sensors SL1 and SL2 provided on one limb of the human body and a plurality of sensors SR1 and SR2 provided on the other limb. For this reason, the body movement determination device 10 can acquire more signals indicating displacement of the human body accompanying various operations such as walking operation, for example. Thereby, the body movement determination device 10 can perform the operation determination based on the abundant data indicating the motion of the human body, and can perform the operation determination in more detail and with high accuracy.
- the body movement determination device 10 combines the output signals of the sensors SL1, SL2, SR1, and SR2 mounted at symmetrical positions on the median plane O. And the body movement determination apparatus 10 performs operation
- FIGS. 10 to 14 the elements substantially the same as those of the first embodiment are denoted by the same reference numerals, and the description thereof will be omitted.
- control unit 41 includes a first sensor malfunction detection unit 2 and a second sensor malfunction detection unit 3.
- the control unit 41 also includes a first determination unit 60, a second determination unit 70, and an integrated logic operation unit 80.
- Output signals IL1, IL2, IR1, and IR2 of the sensors SL1, SL2, SR1, and SR2 are supplied from the arithmetic processing unit 46 to the first sensor malfunction detection unit 2.
- the first sensor abnormality detection unit 2 detects whether there is an abnormality in the sensors SL1, SL2, SR1, and SR2 based on the supplied output signals IL1, IL2, IR1, and IR2.
- the first sensor abnormality detection unit 2 outputs the output signals IL1 and IL2 of the sensors SL1 and SL2 among the output signals detected as normal to the first determination unit 60. Further, the first sensor abnormality detection unit 2 outputs the output signals IR1 and IR2 of the sensors SR1 and SR2 among the output signals detected as normal to the second determination unit 70.
- the first determination unit 60 operates the one limb of the user based on the detection result of the first detection unit SL including the sensors SL1 and SL2 mounted on one half of the user divided by the median plane O Make a decision.
- the first determination unit 60 includes a comparison unit 61 and a logic operation unit 62.
- the comparison unit 61 determines to which determination section of one walking cycle the value of the signal indicating the detection result of the first detection unit SL calculated by the calculation processing unit 46 belongs.
- the logic operation unit 62 performs logic operation of the determination signal output from the comparison unit 61.
- the first determination unit 60 uses the comparison unit 61 and the logic operation unit 62 to make a determination on the output signals IL1 and IL2 of the sensors SL1 and SL2 processed by the operation processing unit 46.
- the first determination unit 60 detects a plurality of determination sections H1a to H1c shown in FIG. 6 from the walking motion of one walking cycle of one body. Then, when it is determined that the walking state of the user has switched from the determination section H1a to the determination section H1b, for example, the first determination unit 60 performs control to change the output signal from the high level to the low level . The first determination unit 60 outputs the determination result to the second sensor abnormality detection unit 3.
- the second determination unit 70 determines the operation of the other limb of the user based on the detection result of the second detection unit SR including the sensors SR1 and SR2 mounted on the other half of the user divided by the median plane O I do.
- the second determination unit 70 includes a comparison unit 71 and a logic operation unit 72.
- the comparison unit 71 determines which determination section of one walking cycle the value of the detection result signal of the second detection unit SR calculated by the calculation processing unit 46 belongs to.
- the logic operation unit 72 performs a logic operation of the determination signal output by the comparison unit 71.
- the second determination unit 70 uses the comparison unit 71 and the logical operation unit 72 to make a determination on the output signals IR1 and IR2 of the sensors SR1 and SR2 processed by the arithmetic processing unit 46. Thereby, the second determination unit 70 detects a plurality of determination sections H1a to H1c shown in FIG. 6 from the walking motion of one walking cycle of the other half. Then, the second determination unit 70 performs control to change the output signal from the high level to the low level, for example, when it is determined that the walking state of the user has switched from the determination section H1a to the determination section H1b due to the walking motion. . The second determination unit 70 outputs the determination result to the second sensor abnormality detection unit 3.
- the second sensor abnormality detection unit 3 Based on the determination result supplied from the first determination unit 60, the second sensor abnormality detection unit 3 detects whether there is an abnormality in the sensors SL1 and SL2. Further, based on the determination result supplied from the second determination unit 70, the second sensor abnormality detection unit 3 detects whether there is an abnormality in the sensors SR1 and SR2. The second sensor malfunction detection unit 3 outputs the determination result based on the detection result of the sensor that has detected normality to the integrated logic operation unit 80. For example, when the supplied determination result indicates an unknown operation other than the specified operation, the second sensor abnormality detection unit 3 detects that a sensor that is a generation source of the determination result is abnormal.
- the second sensor malfunction detection unit 3 operates normally, for example, the determination results respectively supplied from the first determination unit 60 and the second determination unit 70 indicate that the same walking operation is continued for a long period of time. As a result, it is also detected that the sensor is abnormal when it indicates an operation other than the combination defined.
- the integrated logic operation unit 80 performs a process of determining the user's operation based on the determination result that the normality is detected. For example, the integrated logic operation unit 80 determines the operation of the left leg of the user divided by the median plane O by adding the determination result of the second determination unit 70 to the determination result of the first determination unit 60. Thereby, the integrated logic operation unit 80 verifies the determination result of the first determination unit 60, and confirms whether there is an erroneous determination. In addition, the integrated logic operation unit 80 determines the operation of the user whose determination is difficult based on the determination result of the first determination unit 60 alone.
- the integrated logic operation unit 80 outputs an output signal from a sensor in which one of the determination results of the first determination unit 60 and the determination result of the second determination unit 70 (for example, the determination result of the first determination unit 60) is abnormal.
- the determination of the operation is performed based only on the other determination result (for example, the determination result of the second determination unit 70) based on the output signal of the normal sensor.
- the integrated logic operation unit 80 does not determine the operation based on the determination result from the determination unit based on the output signal of the abnormal sensor.
- both determinations supplied from the first determination unit 60 and the second determination unit 70 are determination results based on the output signal of the abnormal sensor, both determinations are made. Do not judge the action based on the result.
- the integrated logic operation unit 80 determines, for example, the operation of the user's right leg divided by the median plane O by adding the determination result of the first determination unit 60 to the determination result of the second determination unit 70. . Thereby, the integrated logic operation unit 80 verifies the determination result of the second determination unit 70, and confirms whether there is an erroneous determination. In addition, the integrated logic operation unit 80 determines the operation of the user whose determination is difficult based on the determination result of the second determination unit 70 alone.
- FIG. 11 shows the transition of the output signals IL1, IL2, IR1, IR2 when the sensors SL1, SL2, SR1, SR2 are normal or abnormal in one walking cycle.
- FIG. 11A shows a difference IS between the output signal IR1 of the sensor SR1 mounted on the thigh of the user in the normal state and the output signal IR2 of the sensor SR2 mounted on the knee in the normal state.
- the solid line indicates the transition IS1 of the output signal IR1 when the sensor SR1 mounted on the thigh of the user is normal.
- the broken line indicates the transition Ie1 of the output signal IR1 at the time of abnormality of the sensor SR1 mounted on the user's thigh.
- the solid line indicates the transition IS2 of the output signal IR2 when the sensor SR2 mounted on the knee of the user is normal.
- the broken line shows the transition Ie2 of the output signal IR2 at the time of abnormality of the sensor SR2 mounted on the knee of the user.
- FIGS. 11B and 11C also show a threshold TE1 for detecting an abnormality.
- transition IS1 in FIG. 11B the physical quantity detected by the normal sensor SR1, that is, the value of the output signal IR1 fluctuates according to the movement of the user's body.
- the physical quantity detected by the normal sensor SR2 in FIG. 11C the physical quantity detected by the normal sensor SR2, that is, the value of the output signal IR2 fluctuates according to the movement of the user's body.
- the sensors SR1 and SR2 may be damaged by an impact or the like.
- the output signal IR1 of the sensor SR1 having an abnormality shows a constant value regardless of the movement of the body.
- transition Ie2 in FIG. 11C the output signal IR2 of the sensor SR2 having an abnormality also shows a constant value regardless of the movement of the body.
- FIG. 12 shows an example of the result of frequency analysis of the output signal IR1 of the sensor SR1, and a peak value at a predetermined time for the output signal IR1 having a value exceeding the threshold TE1 for abnormality detection shown in FIG. Indicates the interval time of The same applies to the frequency analysis result of the sensor SR2.
- the interval time of the peak value of the output signal IR1 of the sensor SR1 is equal to or less than the threshold value TE2 for abnormality detection.
- the first sensor abnormality detection unit 2 detects that the sensor that outputs the output signal of the threshold value TE2 or less is abnormal. Do.
- FIG. 13 shows the progress of the walking motion by dividing the one walking cycle illustrated in FIG. 6 into four stages of the early stance phase, the late stance phase, the early swing phase, and the late swing phase.
- FIG. 13A shows the determination result of the walking motion of the left leg of the user by the first determination unit 60.
- FIG. 13B shows the determination result of the walking motion of the user's right leg by the second determination unit 70.
- FIG. 13C shows the determination result of the walking motion of the user by the integrated logic operation unit 80.
- FIG. 13A shows the determination result of the walking motion of the left leg of the user by the first determination unit 60.
- FIG. 13B shows the determination result of the walking motion of the user's right leg by the second determination unit 70.
- FIG. 13C shows the determination result of the walking motion of the user by the integrated logic operation unit 80.
- the motion of the lower leg of one walking cycle is larger in the swing phase than in the stance phase. Therefore, in the swing phase, the fluctuation of the sensor values acquired by the first detection unit SL and the second detection unit SR is large, and the determination can be made with higher accuracy than in the other determination sections.
- the timing at which the state of one leg transitions from the early stance phase to the late stance phase is the timing at which the other leg transitions from the early swing phase to the late swing phase. Same or similar. That is, when the state of one leg transitions from the early stance phase to the late stance phase, the other leg transitions from the early swing phase to the late swing phase.
- the determination result of the first determination unit 60 indicates that the state of the left leg has transitioned from the early stance phase to the late stance phase at timing T18 in FIG. 13 (a). Further, the determination result of the second determination unit 70 indicates that the state of the right leg has transitioned from the early swing phase to the late swing phase at timing T18 in FIG. 13 (b).
- the second discrimination is performed before the discrimination result of the first discrimination unit 60 indicates the end of the first half of the stance phase of the left leg (FIG. 13A: T20).
- the determination result of the part 70 changes. That is, the determination result of the second determination unit 70 already indicates the start of the late swing phase of the right foot. Therefore, as shown in FIG. 13C, the integrated logic operation unit 80 determines that the stance phase previous period of the left leg has ended at timing T19. That is, the integrated logic operation unit 80 corrects the determination result based on the determination result of the second determination unit 70 on the assumption that the determination result of the first determination unit 60 is an erroneous determination.
- the first sensor malfunction detection unit 2 or the second sensor malfunction detection unit 3 senses that, for example, the sensor SL1 is malfunctioning (timing T30). Then, the first determination unit 60 stops the operation determination based on the sensor SL1. On the other hand, as shown in FIG. 14B, the second determination unit 70 continues the operation determination based on the sensors SR1 and SR2 detected to be in the normal state.
- the integrated logic operation unit 80 determines the operation of the user's left leg by using the determination result of the second determination unit 70 instead of the determination result of the first determination unit 60 as shown in FIG. To (timing T31).
- the integrated logic operation unit 80 detects that the state of the user's right leg has transitioned from the early swing phase period to the late swing phase period based on the second determination unit 70. Then, the integrated logic operation unit 80 determines that the state of the left leg of the user has transitioned from the early stance phase to the late stance phase. As a result, even if the determination result of the first determination unit 60 indicates an abnormal result, the state of the left leg that should be originally determined by the first determination unit 60 is continuously determined.
- the second determination unit 70 stops the operation determination based on the sensors SR1 and SR2. .
- the first determination unit 60 continues the operation determination based on the sensors SL1 and SL2 detected to be in the normal state.
- the integrated logic operation unit 80 determines the operation of the right leg of the user by using the determination result of the first determination unit 60 instead of the determination result of the second determination unit 70. That is, the integrated logic operation unit 80 detects that the state of the left leg of the user has transitioned from the early swing phase period to the late swing phase period based on the first determination unit 60.
- the integrated logic operation unit 80 determines that the state of the user's right leg has transitioned from the early stance phase to the late stance phase. Thereby, even if the determination result of the second determination unit 70 indicates an abnormal result, the state of the right leg that the second determination unit 70 should originally determine is continuously determined. Moreover, even if abnormality generate
- the integrated logic operation unit 80 performs, for example, the determination by substituting the determination results of the first determination unit 60 or the second determination unit 70 for a fixed time. For this reason, when a predetermined time has elapsed after detection of an abnormality such as the sensors SL1 and SL2 (timing T32), the integrated logic operation unit 80 stops the operation determination of the user. Then, for example, the display unit 43 displays that the user's operation determination has been stopped.
- the sensor abnormality detecting unit 1 detects that the sensor that outputs the output signal of the threshold value TE2 or less is abnormal. . Then, the sensor abnormality detection unit 1 performs abnormality detection based on the stepwise index on condition that the output signals IL1, IL2, IR1, and IR2 exceed the threshold value TE1. Furthermore, the sensor abnormality detection unit 1 performs abnormality detection based on the stepwise index, with the second condition that the frequency analysis result of the output signal exceeding the threshold value TE1 is equal to or less than the threshold value TE2.
- the detection of the abnormality is further scrutinized, and the accuracy of the abnormality detection is further improved.
- the sensor malfunction detection unit 1 can immediately detect that the sensors SL1, SL2, SR1, and SR2 are normal. Therefore, the time for the sensor abnormality detection unit 1 to perform the detection process of the abnormality can be shortened, and the power consumption can be reduced along with the shortening of the driving time of the sensor abnormality detection unit 1.
- the body movement determination device 10 includes a first determination unit 60 that determines the operation state of one leg of the user.
- the body movement determination device 10 further includes a second determination unit 70 that determines the operation state of the other leg of the user.
- the first determination unit 60 determines the state of one leg of the user based on the detection result of the first detection unit SL.
- the second determination unit 70 determines the state of the other leg of the user based on the detection result of the second detection unit SR.
- the integrated logic operation unit 80 determines the operation state of one leg by adding the second determination unit 70 to the determination result of the first determination unit 60.
- the integrated logic operation unit 80 determines the operation state of the other leg by adding the first determination unit 60 to the determination result of the second determination unit 70. Therefore, the integrated logic operation unit 80 can verify and correct the determination result of the first determination unit 60 or the second determination unit 70 based on the determination result of the other determination unit (70.60). Thereby, the determination accuracy of the walking motion is further enhanced.
- the integrated logic operation unit 80 uses the determination result of the second determination unit 70 that performs operation determination based on the detection result of the non-abnormalized sensors SR1 and SR2 when the abnormality occurs in the sensors SL1 and SL2. Then, the integrated logic operation unit 80 determines the state of the left leg that the first determination unit 60 should originally determine based on the determination result of the second determination unit 70. Further, the integrated logic operation unit 80 uses the determination result of the first determination unit 60 that performs the operation determination based on the detection result of the sensors SL1 and SL2 in which no abnormality has occurred when the sensor SR1 or SR2 has an abnormality.
- the integrated logic operation unit 80 determines the state of the right leg that the second determination unit 70 should originally determine based on the determination result of the first determination unit 60. Therefore, the integrated logic operation unit 80 continuously performs the operation determination even if some sensors are abnormal, if an abnormality does not occur in the sensor used by either the first determination unit 60 or the second determination unit 70. be able to.
- the first determination unit 60 determines the transition from the early stance phase to the late stance phase of the state of one leg.
- the second determination unit 70 determines the transition from the early swing phase to the late swing phase of the state of the other leg.
- the integrated logic operation unit 80 considers the determination of the transition from the early stance phase to the late stance phase of the state of one leg, and the determination result from the early swing phase of the other leg state to the late swing phase I did it.
- the motion state is determined based on highly relevant movements such as the transition from the early standing phase to the late standing phase of one leg and the transition from the early swing phase to the late swing phase of the state of the other leg Be done. Therefore, the integrated logic operation unit 80 can perform the operation determination of the user based on the determination results of both the first determination unit 60 and the second determination unit 70 with high accuracy.
- the second embodiment has the following effect in addition to the effects (1) to (7).
- the sensor abnormality detection unit 1 detects an abnormality on the condition that the output signals IL1, IL2, IR1, and IR2 exceed the threshold value TE1. Further, the sensor abnormality detection unit 1 detects an abnormality under the second condition that the frequency analysis result of the output signal exceeding the threshold value TE1 is equal to or less than the threshold value TE2. That is, the sensor abnormality detection unit 1 performs the detection of the abnormality stepwise based on the two conditions. As a result, the detection of the abnormality is further scrutinized and the accuracy of the abnormality detection is further improved. Moreover, thereby, the time which the sensor abnormality detection part 1 performs a detection process of abnormality is shortened, and reduction of the power consumption accompanying shortening of the drive time of the sensor abnormality detection part 1 is achieved.
- the body movement determination device 10 includes, as a determination unit, a first determination unit 60 and a second determination unit 70 that determine the operation states of the left and right legs divided by the median plane O.
- the body movement determination device 10 includes an integrated logical operation unit 80 that performs a process of determining the operation state of the left and right legs based on the determination results of the first determination unit 60 and the second determination unit 70.
- FIG. 15 to FIG. 19 the elements substantially the same as those of the first embodiment are given the same reference numerals, and the redundant description will be omitted.
- the body movement determination apparatus 10 of 3rd Embodiment further contains 3rd detection part SO provided with sensor SO1.
- the third detection unit SO is mounted on, for example, the waist of the reference surface O of the user.
- the user is in the standing or sitting position, and in a state in which the user is at rest symmetrically with respect to the reference plane O is taken as the basic posture.
- the first detection unit SL, the second detection unit SR, and the third detection unit SO are configured by, for example, an acceleration sensor.
- the first detection unit SL, the second detection unit SR, and the third detection unit SO according to the third embodiment each of the user when the state of the user is in the basic posture illustrated in FIG. Detect the condition of the site. As illustrated in FIG.
- the third detection unit SO is built in the operation unit 44 mounted on the waist of the user.
- the operation unit 44 is provided with selection buttons 43 a and 43 b that allow the user to switch the operation mode of the body movement determination device 10.
- the body movement determination device 10 has a user's operation determination mode and an abnormality detection mode. The body movement determination device 10 switches between the operation determination mode and the abnormality detection mode by the user operating the selection buttons 43a and 43b.
- the body movement determination apparatus 10 is 1st detection part SL, 2nd detection part SR, and 3rd detection part as a detection part. It has SO. Output signals IL 1, IL 2, IR 1, IR 2 and IO 1 of the first detection unit SL, the second detection unit SR, and the third detection unit SO are supplied to the arithmetic processing unit 46 of the control unit 41. Then, when the user is in the basic posture, the output signals IL1, IL2, IR1, IR2 of the sensors SL1, SL2, SR1, SR2 all show constant values as shown in FIG. 17 (a).
- the arithmetic processing unit 46 processes the output signals IL 1, IL 2, IR 1, IR 2, IO 1 and outputs the processed output signals IL 1, IL 2, IR 1, IR 2, IO 1 to the sensor abnormality detection unit 1.
- the sensor abnormality detection unit 1 detects an abnormality of the sensors SL1, SL2, SR1, and SR2.
- the sensor abnormality detection unit 1 calculates the difference between the output signal IL1 of the sensor SL1 mounted on one side with respect to the reference surface O and the output signal IR1 of the sensor SR1 mounted on the other side, when detecting an abnormality. Further, the sensor abnormality detection unit 1 calculates the difference between the output signal IL2 of the sensor SL2 mounted on one side with respect to the reference surface O and the output signal IR2 of the sensor SR2 mounted on the other side. As a result, as shown in FIG.
- a value approximating about “0” is calculated as the difference between the accelerations indicated by the output signal IL1 and the output signal IR1 of each pair of sensors SL1 and SR1.
- a value approximating about “0” is calculated as the difference between the accelerations indicated by the output signal IL2 and the output signal IR2 of each pair of sensors SL2 and SR2.
- the sensor abnormality detection unit 1 determines that one of the sensors SL1 and SR1 is attached in the opposite direction to the normal installation direction.
- each of the paired sensors SL1 and SR1 (SL2 and SR2) is attached in the opposite direction to the normal installation direction. Also at this time, as shown in FIG. 17B, a value approximating about “0” is calculated as the difference between the accelerations indicated by the output signal IL1 and the output signal IR1 of each pair of sensors SL1 and SR1 as a pair. . Also, even when each of the paired sensors SL1 and SR1 (SL2 and SR2) is in an abnormal state, a value approximating about “0” is obtained as a difference between the accelerations indicated by the output signal IL1 and the output signal IR1. It is assumed to be calculated. Therefore, in order to detect such an abnormality, the sensor abnormality detection unit 1 of the third embodiment uses the detection result of the third detection unit SO (sensor SO1) in addition to the first detection unit SL and the second detection unit SR. To detect abnormalities.
- the third detection unit SO sensor SO1
- the sensor abnormality detection unit 1 determines whether the detection result of the sensor SO1 at the user's basic posture is the same as or similar to the detection result of each of the sensors SL1, SL2, SR1, SR2 Determine Then, the sensor abnormality detection unit 1 detects that one of the sensors SL1, SL2, SR1, and SR2 that indicates a detection result deviated from the detection result of the sensor SO1 by a predetermined value or more is in an abnormal state.
- the sensor abnormality detection unit 1 acquires output signals IL1, IL2, IR1, IR2 which are detection results of the sensors SL1, SL2, SR1, SR2 in the basic posture (step 10).
- the sensor abnormality detection unit 1 determines whether the detection result in one walking cycle is included in the range of the normal range ⁇ S (step 11).
- the sensor abnormality detection unit 1 switches the sign and the minus sign of the detection result (step 12). Then, the sensor abnormality detection unit 1 determines whether the detection result obtained by replacing the code is included in the range of the normal range ⁇ S (step 13).
- the sensor abnormality detection unit 1 determines that the sensor that has output the detection result is abnormal. Further, the sensor abnormality detection unit 1 determines that the cause of the abnormality of the sensor is unknown (step 14).
- the detection result obtained by replacing the code may be included in the range of the normal range ⁇ S (step 13: YES).
- the sensor abnormality detection unit 1 determines that the sensor that has output the detection result is abnormal when the peak time interval of the detection result obtained by replacing the sign is less than the threshold value TE2 (step 15: NO).
- the sensor abnormality detection unit 1 determines that the installation direction of the sensor is highly likely to be the normal installation direction as illustrated in FIG. 19A (step 16).
- the peak time interval of the detection result obtained by replacing the sign may be equal to or greater than the threshold value TE2 (step 15: YES).
- the sensor abnormality detection unit 1 determines that the sensor that has output the detection result is abnormal. Then, the sensor abnormality detection unit 1 determines that the installation direction of this sensor is highly likely to be the opposite direction to the normal installation direction as illustrated in FIG. 19B (step 17).
- the sensor malfunction detection unit 1 determines in step 11 that the detection result is included in the range of the normal range ⁇ S. Then, the sensor abnormality detection unit 1 determines whether the time interval of peaks exceeding the normal range ⁇ S is equal to or more than the threshold value TE2 (step 18). When the peak time interval of the detection result is less than the threshold value TE2 (step 18: NO), the sensor abnormality detection unit 1 determines that the sensor that has output the detection result is abnormal. Also, the sensor abnormality detection unit 1 determines that the cause of the abnormality of the sensor is unknown (step 19). On the contrary, the time interval of the peak of the detection result in which the code is replaced may be equal to or more than the threshold value TE2 (step 18: YES). Then, the sensor abnormality detection unit 1 determines that the sensor that has output the detection result is normal (step 20).
- the sensor abnormality detection unit 1 detects an abnormality based on the detection results of the sensors SL1, SL2, SR1, and SR2 when the user is in the basic posture. Therefore, when the user is in the basic posture, the condition of each knee and each thigh of the user symmetrical to the reference plane O is the same or similar, and the physical quantity corresponding to the movement is also the same or similar. Therefore, when the sensors SL1, SL2, SR1, and SR2 are normal, the difference between each of the sensors SL1, SR1, and each of the sensors SL2, SR2 mounted at symmetrical positions on the reference plane O is approximately "0".
- the sensor abnormality detection unit 1 can easily detect an abnormality based on the difference between each of the sensors SL1 and SR1 and each of the sensors SL2 and SR2.
- the body movement determination device 10 further includes a third detection unit SO provided with a sensor SO1. Then, the sensor abnormality detection unit 1 detects an abnormality of the sensors SL1, SL2, SR1, and SR2 based on the detection results of the first detection unit SL, the second detection unit SR, and the third detection unit SO. For this reason, the sensor abnormality detection unit 1 can detect an abnormality in the sensors SL1, SL2, SR1, and SR2 even if an abnormality occurs in the respective sensors SL1 and SR1 (SL2, SR2) that form a pair.
- the third detection unit SO provided with the sensor SO1 was mounted on the reference plane O of the user. For this reason, even if the user performs a specific operation, the vibration applied to the third detection unit SO is reduced. As a result, failure or the like associated with detachment of the third detection unit SO or impact is suppressed.
- the third embodiment has the following effect in addition to the effects (1) to (7).
- the body movement determination device 10 detects an abnormality based on the detection results of the sensors SL1, SL2, SR1, and SR2 when the user is in the basic posture.
- the sensor abnormality detection unit 1 can easily detect an abnormality based on the difference between the sensors SL1 and SR1 and the sensors SL2 and SR2.
- the body movement determination device 10 further includes the third detection unit SO including the sensor SO1.
- the sensor malfunction detection unit 1 can also detect the occurrence of a malfunction that is difficult to detect only by the detection results of the sensors SL1, SL2, SR1, and SR2.
- FIG. 20 to FIG. 23 the elements substantially the same as those of the first embodiment are denoted by the same reference numerals, and redundant description will be omitted.
- electrode portions 34 and 35 for applying electrical stimulation to the user's body are provided on the thigh front pad 24 and the lower thigh front pad 27.
- the electrode unit 34 includes a pair of anodes 34 a and cathodes 34 b.
- the electrode unit 35 also includes a pair of anodes 35 a and cathodes 35 b.
- the anodes 34a and 35a and the cathodes 34b and 35b are partially exposed from the backs 24b and 27b of the thigh front pad 24 and the lower thigh front pad 27, and are configured to apply an electrical stimulation in direct contact with the skin ing.
- the sensors SL 1, SL 2, SR 1, SR 2 and the electrode units 34, 35 are electrically connected to the main unit 12 via the connection cable 13.
- the body movement determination device 10 of the fourth embodiment includes an electrical stimulation unit 42 that applies an electrical stimulation to the user.
- the control unit 41 further includes an electrical control unit 48 that controls the electrical stimulation unit 42.
- the electrical control unit 48 controls the electrical stimulation unit 42 based on the output signal from the determination unit 47, that is, the determination sections H1a to H1c.
- the electrical stimulation unit 42 includes the electrode units 34 and 35 described above, and a pulse generation unit 51 electrically connected to the electrode units 34 and 35.
- the electrical stimulation unit 42 drives the pulse generation unit 51 based on the control signal supplied from the electrical control unit 48. Thereby, the electrical stimulation unit 42 generates a predetermined pulse signal between the anodes 34 a and 35 a and the cathodes 34 b and 35 b of the electrode units 34 and 35. Each of the electrode units 34 and 35 applies an electrical stimulation to the user by the generation of the pulse signal.
- the display unit 43 displays settings such as whether or not there is an electrical stimulation in each of the determination sections H1a to H1c. Further, this setting can be changed by the user using the operation unit 44.
- the power supply unit 45 supplies a drive current to the sensors SL1, SL2, SR1, SR2, the electrical stimulation unit 42, the control unit 41, and the operation unit 44. Then, the determination unit 47 outputs a signal to the effect that the determination sections H1a to H1c are switched to the electrical control unit 48.
- the determination unit 47 detects the determination sections H1a to H1c from the output result of the logic operation unit 50. Then, the determination unit 47 outputs, to the electrical control unit 48, a signal indicating that each of the determination sections H1a to H1c has been switched.
- the electrical control unit 48 controls the pulse generation unit 51 of the electrical stimulation unit 42 based on the supplied determination sections H1a to H1c (step 77). As shown in FIG. 23, the electrical control unit 48 controls the electrode units 34 to apply the electrical stimulations A and B in the determination section H1a corresponding to the stance phase. Further, the electrical control unit 48 performs control to stop the drive (electrical stimulation) of the pulse generation unit 51 in the determination section H1b corresponding to the swing leg early period. The electric control unit 48 performs control of the magnitude and frequency of the current of the pulse signal generated in each of the electrode units 34 and 35 based on a predetermined program or the like.
- the electrical control unit 48 controls the electrical stimulation unit 42 based on the determination sections H1a to H1c to apply electrical stimulation to the user's body.
- the electrical stimulation can be applied in a finer section according to the walking state.
- the electrical stimulation can be stopped in a finer section according to the walking state.
- the electrical stimulation can be applied without interfering with the walking motion, and the electrical stimulation can be efficiently applied. Furthermore, in the discrimination sections H1a to H1c, the electrical stimulation is applied from both of the electrode units 34 and 35. That is, the section to which the electrical stimulation is applied can be performed by combining a plurality of determination sections H2a to H2d. Thereby, provision (feedback) of electrical stimulation can be performed according to various sections (walking state).
- the fourth embodiment has the following effect in addition to the effects (1) to (7).
- the body movement determination device 10 includes the electrical stimulation unit 42, and applies electrical stimulation to the user's body based on each of the determination sections H1a to H1c into which the electrical control unit 48 is divided. Thereby, an electrical stimulation can be provided in the fine area according to a walk state. Further, the electrical stimulation unit 42 can apply the electrical stimulation at a required timing according to the highly accurate determination result by the determination unit 47. Thereby, the fatigue of the user due to the electric stimulation being continuously applied to the human body for a long time is reduced.
- the body movement determination device 10 includes the operation unit 44, and the user can change the determination sections H1a to H1c to which the electrical stimulation is applied. In this way, it is possible to apply the electrical stimulation according to the user's preference or purpose.
- the sensors SL1, SL2, SR1, and SR2 and the main body 12 are connected by wire by the connection cable 13. Then, a signal indicating the detection result of the sensors SL1, SL2, SR1, and SR2 is transmitted to the main body 12 via the connection cable 13.
- the sensors SL1, SL2, SR1, SR2 and the main unit 12 may be provided with a communication unit capable of wireless communication.
- the sensors SL1, SL2, SR1, and SR2 are attached to the user's knee joint.
- the sensors SL1, SL2, SR1, and SR2 may be attached to other parts such as a hip joint, a hip, an elbow, an arm, and an ankle of the user.
- the sensors SL1, SL2, SR1, and SR2 are mounted at symmetrical portions with the reference plane O interposed therebetween.
- the sensors SL1, SL2, SR1, and SR2 are provided at positions sandwiching the joints of the user's body.
- the mounting part 11 and the operation part 44 were comprised as another body.
- the operation unit 44 may be built in the mounting unit 11.
- the sensor that constitutes one of the first detection unit SL and the second detection unit SR is detected as abnormal.
- the operation determination is performed based on the detection result on the side where no abnormality is detected.
- a time limit may be set in the operation determination based on the detection result on the side where the abnormality is not detected, and the operation determination may be performed within the time limit. According to this, after the time limit elapses, the operation determination based on the detection results of both the first detection unit SL and the second detection unit SR is resumed. Alternatively, after the time limit has elapsed, the operation determination is stopped until it is detected that all of the sensors SL1, SL2, SR1, and SR2 are normal.
- the standing posture and the sitting posture are defined as the basic posture when the abnormality detection mode is executed. Then, detection of abnormality of the sensors SL1, SL2, SR1, and SR2 was performed when the user was in either the standing position or the sitting position. Other than this, abnormality detection may be performed based on the detection results of the sensors SL1, SL2, SR1, and SR2 detected in each of the basic postures of standing and sitting. According to this, in one basic posture, the detection accuracy of the abnormality can be further enhanced. Further, according to this, detection of an abnormality that is difficult to identify in one basic posture is also easily detected.
- the standing posture and the sitting posture are defined as the basic posture.
- the basic posture may be a posture in which the positions of the sensors SL1 and SR1 and the sensors SL2 and SR2 which make a pair with the reference plane O are the same angle. Further, it is desirable that the basic posture is equal to the influence of disturbance such as gravity and load on the sensors SL1, SL2, SR1, and SR2, and the situation is equal.
- an acceleration sensor is employed as the sensors SL1, SL2, SR1, SR2, and SO1.
- a rotary encoder a potentiometer, a goniometer, an angular velocity sensor, a gyro sensor may be used.
- the third detection unit SO is incorporated in the operation unit 44 mounted on the waist of the user. Not limited to this, the third detection unit SO and the operation unit 44 may be configured separately.
- the detection of abnormality is performed based on the difference between the detection results of each of the sensors SL1 and SR1 and the sensors SL2 and SR2 which are a pair. Furthermore, as in the first, second, and fourth embodiments, detection of abnormality may be performed based on the upper limit threshold value ERu or the lower limit threshold value ERd and the detection results of the sensors SL1, SL2, SR1, and SR2. . According to this, the detection of the abnormality is performed from multiple viewpoints, and the detection accuracy of the abnormality is further enhanced.
- the body movement determination device 10 includes the third detection unit SO, and the sensor abnormality detection unit 1 detects an abnormality based on the detection result of the third detection unit SO.
- the body movement determination device 10 may be configured not to include the third detection unit SO.
- the sensor abnormality detection unit 1 detects an abnormality based on the detection results of each of the sensors SL1 and SR1 and the sensors SL2 and SR2 which are a pair.
- the control unit 41 includes one sensor abnormality detection unit 1. Furthermore, similarly to the second embodiment illustrated in FIG. 10, the first sensor abnormality detection unit and the second sensor abnormality detection unit can be included. According to this, for example, the first sensor abnormality detection unit performs the abnormality detection of step 62 of FIG. 7 and step 72 of FIG. 22 based on the detection results of the sensors SL1, SL2, SR1, and SR2. Further, according to this, for example, after the logical operation of step 65 of FIG. 7 and step 75 of FIG. 22 ends, the second sensor abnormality detection unit performs abnormality detection based on the determination result of the determination unit 47.
- the same value is set as each absolute value of the upper threshold ERu and the lower threshold ERd.
- upper limit threshold ERua and lower limit threshold ERdb having different absolute values may be set.
- upper limit thresholds ERu1 to ERu4 and lower limit thresholds ERd1 to ERd4 which are different for each parameter may be set.
- the integrated logic operation unit 80 may be an operation in which a correlation exists in the operation of the symmetrical portion sandwiching the reference plane O. If the operation has a correlation, the integrated logic operation unit 80 can perform the operation determination of the user by combining the determination results of the first determination unit 60 and the second determination unit 70.
- the operation determination of one leg is performed based on the determination result of the first determination unit 60 and the second determination unit 70.
- the operation determination of the other leg is also performed based on the determination results of the first determination unit 60 and the second determination unit 70.
- the operation determination of one leg may be performed based on the determination results of the first determination unit 60 and the second determination unit 70.
- the operation determination of the other leg may be performed based on only the determination result of either the first determination unit 60 or the second determination unit 70.
- the sensors SL1, SL2, SR1, and SR2 of the same type are used as the sensors that constitute the first detection unit SL and the second detection unit SR.
- the first detection unit SL and the second detection unit SR may be configured by different types of sensors.
- the first determination unit 60 and the second determination unit 70 can perform the operation determination of the user using the detection values of different sensors.
- the electrical control unit 48 may appropriately change the generation mode of the current generated in the electrode units 34 and 35.
- the current value may be gradually increased as time passes.
- the electrical control unit 48 may execute processing based on a delay circuit or the like provided separately. Then, the electrical control unit 48 may delay the generation timing of the current from the boundary of the determination sections H1a to H1c for a predetermined time by this processing. Further, for example, the electrical control unit 48 may appropriately change the period of the current (the period of the pulse waveform). Also, for example, the electrical control unit 48 may gradually increase the current value after starting the electrical stimulation. Similarly, the electrical control unit 48 may gradually lower as it approaches the end time of the electrical stimulation. Furthermore, the electrical control unit 48 may appropriately combine such current generation modes.
- the first detection unit SL and the second detection unit SR constitute the detection unit.
- the body movement determination apparatus 10 may be configured to include an auxiliary detection unit including at least one sensor attached to a human body, in addition to the first detection unit SL and the second detection unit SR. According to this, even if the first detection unit SL and the second detection unit SR both erroneously detect, the auxiliary detection unit substitutes the first detection unit SL and the second detection unit SR and detects the motion of the human body Do. Thereby, motion detection of the human body is performed with higher reliability.
- two determination units the first determination unit 60 and the second determination unit 70. Furthermore, in addition to the first determination unit 60 and the second determination unit 70, one or more determination units may be provided. According to this, the integrated logic operation unit 80 determines the operation state of the user based on the determination results of the three or more determination units.
- the body movement determination device 10 includes the determination unit 47, the electrical stimulation unit 42, and the electrical control unit 48.
- the body movement determination device 10 can further include an electrical stimulation unit 42 and an electrical control unit 48.
- the electrical control unit 48 can control the electrical stimulation according to the operation state of the user determined based on the determination results of both the first determination unit 60 and the second determination unit 70. Thereby, the application of the electrical stimulation is performed at a more appropriate timing.
- the body movement determination device 10 can further include an electrical stimulation unit 42 and an electrical control unit 48. According to this, the electrical control unit 48 can control the electrical stimulation based on the more accurate abnormality detection result realized by the third detection unit SO. Further, according to this, it is possible to detect an abnormality of the sensors SL1, SL2, SR1, SR2 caused by the pulse signal generated by the pulse generation unit 51 based on the detection result of the third detection unit SO.
- the occurrence of an abnormality is detected based on the upper threshold ERu and the lower threshold ERd.
- the occurrence of an abnormality may be detected based on the fact that the time in which the detection result of the sensors SL1, SL2, SR1, SR2 exceeds the normal range ⁇ S is equal to or longer than a predetermined time.
- the average value of the detection values at normal times of the sensors SL1, SL2, SR1, and SR2 is set as the threshold value used for abnormality detection, which is larger by, for example, + 3 ⁇ or more than the standard deviation.
- the lower limit threshold value ERd an average value of detection values at normal times of the sensors SL1, SL2, SR1, SR2 and a value smaller than the standard deviation by, for example, -3 ⁇ by a predetermined value or more are set.
- the threshold used for abnormality detection may be set based on a new parameter after a plurality of parameters have been calculated.
- the threshold used for abnormality detection may be only one of the upper threshold ERu or the lower threshold ERd.
- the threshold used for abnormality detection may be three or more.
- the sensors SL1, SL2, SR1, and SR2 are acceleration sensors, it is assumed that the mounting position of the acceleration sensor is shifted by about 90 degrees. Then, the detection result of the acceleration sensor shifts about 1 G due to the influence of gravity. Therefore, in order to detect an abnormality in the mounting position of the acceleration sensor, a value within 1 G may be set as the threshold value. According to this, the abnormality of the installation angle of the acceleration sensor is detected.
- an average value of detection results of the sensors SL1, SL2, SR1, and SR2 obtained after the setting and after a predetermined time may be calculated. According to this, abnormality detection is performed based on comparison of the calculated average value with the threshold values ERu, ERd and the like.
- the operation determination of the left leg based on the detection result of the sensors SL1 and SL2 is stopped.
- the operation determination of the right leg based on the detection result of the sensors SR1 and SR2 is stopped.
- the operation determination of the left leg may be continued based only on the detection result of the normal SL2.
- the operation determination of the right leg based on only the detection result of the normal SR2 may be continued.
- the signs (positive and negative signs) of the detection results of the sensors SL1, SL2, SR1 and SR2 are not converted, and the threshold values ERu, ERd, etc. A comparison was made. Other than this, after the signs (positive and negative signs) of the detection results of the sensors SL1, SL2, SR1, and SR2 are converted, comparison with the thresholds ERu, ERd, and the like may be performed.
- the operation determination is performed based on the determination results of the first determination unit 60 and the second determination unit 70.
- the operation determination may be performed based on the determination result of one of the first determination unit 60 and the second determination unit 70.
- the detection unit includes the four sensors SL1, SL2, SR1, and SR2.
- the detection unit is configured of four sensors SL1, SL2, SR1, and SR2 and one sensor SO1.
- the detection unit may be configured by three or less sensors.
- the detection unit may be configured by five or more sensors.
- the body movement determination apparatus 10 discriminate
- the body movement determination device 10 may be an elevating operation such as stairs or a rising operation from a seat or the like.
- SYMBOLS 1 Sensor abnormality detection part, 2 ... 1st sensor abnormality detection part, 3 ... 2nd sensor abnormality detection part, 10 ... Body movement determination apparatus, 11 ... Mounting part, 12 ... Body part, 41 ... Control part, 42 ... Electricity Stimulation part, 43: display part, 44: operation part, 47: discrimination part, 48: electrical control part, 60: first discrimination part, 70: second discrimination part, O: median surface (reference surface), SL: second 1 detection unit, SR: second detection unit, SO: third detection unit, SL1, SL2, SR1, SR2, SO1: sensor.
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Description
本発明は、歩行状態を検出する体動判定装置及び該体動判定装置を用いた電気刺激装置に関する。 The present invention relates to a body movement determination device for detecting a walking state and an electrical stimulation device using the body movement determination device.
使用者の身体に装着した加速度センサの出力信号に基づいて歩行状態を検出する体動判定装置が特許文献1に記載されている。体動判定装置により検出された歩行状態は、例えば、左脚及び右脚の動作の評価に利用されたり、使用者に対する物理刺激の付与に利用される。
ところで、上記した体動判定装置において、センサの故障や身体からのセンサの離脱等の異常が発生する可能性がある。しかし、従来の体動判定装置では、センサが正常状態から異常状態に遷移したときに、このセンサの検出値の精度が低下することがあり、低精度の検出値は、使用者の動作の判定精度を低下させることがある。また、使用者の身体にセンサが一旦装着されると、センサに異常があるかどうかすら的確に検出することは難しい。 By the way, in the above-mentioned body movement judging device, abnormalities, such as a failure of a sensor or detachment of a sensor from a body, may occur. However, in the conventional body movement determination apparatus, when the sensor transitions from the normal state to the abnormal state, the accuracy of the detection value of the sensor may decrease, and the low-accuracy detection value is a determination of the user's action. May reduce accuracy. In addition, once the sensor is worn on the user's body, it is difficult to accurately detect whether the sensor is abnormal or not.
本発明の目的は、人体に装着されたセンサに異常があるかどうかを検知することのできる体動判定装置及び該体動判定装置を用いた電気刺激装置を提供することにある。 An object of the present invention is to provide a body movement determination device capable of detecting whether or not there is an abnormality in a sensor worn on a human body, and an electrical stimulation device using the body movement determination device.
上記課題を解決するために、本発明の一側面に従う体動判定装置は、人体に装着され、体動を検出し、検出結果を示す出力信号を出力するセンサと、前記センサの出力信号に基づいて体動の状態を判定する体動判定部と、前記センサの異常を検知するセンサ異常検知部とを備える。 In order to solve the above-mentioned subject, a body movement judging device according to one aspect of the present invention is attached to a human body, detects a body movement, and outputs an output signal which shows a detection result based on an output signal of the sensor And a sensor malfunction detection unit configured to detect a malfunction of the sensor.
前記センサ異常検知部は、前記センサの前記出力信号が上限閾値よりも大きいかまたは下限閾値よりも小さいとき、前記センサが異常状態にあると検知することが好ましい。 The sensor abnormality detection unit preferably detects that the sensor is in an abnormal state when the output signal of the sensor is larger than an upper threshold or smaller than a lower threshold.
前記センサは、人体の変位を示す物理量を検出するものであり、前記センサ異常検知部は、所定の閾値を超えた値を有する一センサの出力信号のピーク値の時間間隔が所定間隔以下であるとき、前記一センサが異常状態にあると検知することが好ましい。 The sensor detects a physical quantity indicating displacement of a human body, and the sensor malfunction detection unit determines that a time interval of peak values of an output signal of one sensor having a value exceeding a predetermined threshold is equal to or less than a predetermined interval. At the same time, it is preferable to detect that the one sensor is in an abnormal state.
前記センサは、前記人体の変位を示す物理量を検出するものであり、前記センサ異常検知部は、以下の第1の条件及び第2の条件のひとつまたは両方が満たされたとき、前記センサが異常状態にあると検知するものであり、前記第1の条件は、前記センサの前記出力信号が上限閾値よりも大きいかまたは下限閾値よりも小さいことであり、前記第2の条件は、前記センサ異常検知部が、所定の閾値を超えた値を有する一センサの出力信号のピーク値の時間間隔が所定間隔以下であることであることが好ましい。 The sensor detects a physical quantity that indicates displacement of the human body, and the sensor abnormality detection unit detects an abnormality of the sensor when one or both of the following first condition and second condition are satisfied. The first condition is that the output signal of the sensor is larger than the upper threshold or smaller than the lower threshold, and the second condition is the sensor abnormality It is preferable that the time interval of the peak value of the output signal of one sensor in which the detection unit has a value exceeding a predetermined threshold is equal to or less than the predetermined interval.
前記センサ異常検知部は、前記センサの出力信号に対して周波数解析を行い、周波数解析の結果、前記所定の閾値、及び前記所定間隔に基づいて、前記センサの異常を検知するように構成されていることが好ましい。 The sensor abnormality detection unit is configured to perform frequency analysis on an output signal of the sensor, and detect an abnormality of the sensor based on the predetermined threshold and the predetermined interval as a result of the frequency analysis. Is preferred.
前記センサが2つ以上のセンサであり、前記体動判定部は、前記センサ異常検知部により特定のセンサの異常が検知されたとき、該特定のセンサの出力信号に基づく体動の判定を中止するとともに、当該特定のセンサを除く、異常が検知されていない他のセンサの出力信号に基づいて前記体動の状態を判定することが好ましい。 The sensor is two or more sensors, and the body movement judging unit cancels the judgment of the body movement based on the output signal of the specific sensor when the abnormality of the specific sensor is detected by the sensor abnormality detecting unit. At the same time, it is preferable to determine the state of the body movement based on the output signals of other sensors whose abnormality has not been detected except for the specific sensor.
前記センサが、人体の対称な動作の中心となる面である基準面に対して対称な位置に装着された複数のセンサであり、前記体動判定部は、前記基準面に対して人体の一側に装着された1つ以上の第1のセンサの出力信号に基づき人体の一方の肢の動作判別を行う第1判別部と、前記基準面に対して人体の他側に装着された1つ以上の第2のセンサの出力信号に基づき人体の他方の肢の動作判別を行う第2判別部とを含み、前記体動判定部は、一センサの異常が前記センサ異常検知部により検知されたとき、異常と検知された前記一センサの出力信号に基づいて動作判別を行った前記第1判別部もしくは前記第2判別部の動作判別結果に基づく体動の状態の判定を中止し、他方の判定部の動作判別結果に基づいて前記体動の状態を判定することが好ましい。 The sensor is a plurality of sensors mounted at symmetrical positions with respect to a reference plane which is a plane that is the center of symmetrical movement of the human body, and the body movement judging unit is a part of the human body with respect to the reference plane. A first discriminator for discriminating the movement of one limb of a human body based on output signals of one or more first sensors mounted on one side, and one mounted on the other side of the human body with respect to the reference surface And a second determination unit that determines the movement of the other limb of the human body based on the output signal of the second sensor described above, wherein the body movement determination unit detects an abnormality of one sensor by the sensor abnormality detection unit. When the operation determination is performed based on the output signal of the one sensor detected as abnormal, the determination of the state of body movement based on the operation determination result of the first determination unit or the second determination unit is canceled, and the other Determining the state of the body movement based on the operation determination result of the determination unit It is preferred.
前記基準面について対称に静止した状態示す判別結果が前記第1判別部及び前記第2判別部の各々から出力されたとき、前記センサ異常検知部は、前記第1判別部の判別結果の出力タイミングと前記第2判別部の判別結果の出力タイミングとの間隔が所定時間以上である場合に、前記第1のセンサ及び前記第2のセンサのいずれかが異常状態にあると検知することが好ましい。 The sensor abnormality detection unit outputs the determination timing of the determination result of the first determination unit when the determination result indicating the stationary state symmetrically with respect to the reference surface is output from each of the first determination unit and the second determination unit. It is preferable to detect that either the first sensor or the second sensor is in an abnormal state, when the interval between the second determination unit and the output timing of the determination result of the second determination unit is equal to or longer than a predetermined time.
前記体動判定装置は、当該体動判定装置の判定結果を可視表示する表示部を更に備え、当該表示部は、前記センサ異常検知部により前記センサの異常が検知されたとき、該異常の発生を可視表示することが好ましい。 The body movement determination device further includes a display unit for visibly displaying the determination result of the body movement determination device, and the display unit generates an abnormality when the sensor abnormality detection unit detects an abnormality of the sensor. Is preferably visible.
前記センサ異常検知部は、規定された体動の発生に応答して検知機能を起動し、規定された体動の終了に応答して前記検知機能を停止することが好ましい。 Preferably, the sensor abnormality detection unit activates a detection function in response to the occurrence of a defined body movement, and stops the detection function in response to an end of the defined body movement.
本発明の他の側面に従う電気刺激装置は、前記体動判定装置と、人体に電気刺激を付与する電気刺激部と、前記体動判定装置により判定された人体の動作に基づき前記電気刺激部を制御することにより人体に付与する前記電気刺激を制御する制御部とを備える。 According to another aspect of the present invention, there is provided an electric stimulation apparatus comprising: the body movement judging device; an electric stimulation unit for giving an electric stimulation to a human body; and the electric stimulation unit based on the movement of the human body judged by the body movement judging device. And a controller configured to control the electrical stimulation to be applied to the human body by controlling.
前記制御部は、前記センサ異常検知部がセンサの異常を検知したとき、前記電気刺激の付与を所定時間停止することが好ましい。 Preferably, the control unit stops the application of the electrical stimulation for a predetermined time when the sensor abnormality detection unit detects an abnormality of the sensor.
本発明によれば、人体に装着されたセンサに異常があるかどうかを精度よく検知することが可能となる。 According to the present invention, it is possible to accurately detect whether or not there is an abnormality in a sensor attached to a human body.
(第1の実施形態)
以下、本発明の第1の実施形態にかかる体動判定装置10について図1~図9を参照して説明する。
First Embodiment
Hereinafter, a body
図1(a)に示すように、体動判定装置10は、例えば使用者の大腿部及び膝部の変位を示す物理量を検出するセンサSL1,SL2,SR1,SR2を備える。体動判定装置10は、センサSL1,SL2,SR1,SR2の検出結果に基づいて使用者の歩行状態を検出する。
As shown to Fig.1 (a), the body
図1(b)に示すように、体動判定装置10は、使用者の左右の下肢に取り付けられる装着部11と、本体部12とを含む。なお、左右両足に取り付けられる体動判定装置10は、同一の構造であるため左足のみを図示して説明する。
As shown in FIG. 1 (b), the body
装着部11は、大腿部に取り付けられる大腿装着部21と、下腿部に取り付けられる下腿装着部22と、大腿装着部21及び下腿装着部22を互いに連結する一対の連結部23a,23bとを含む。
The
図2に示すように、大腿装着部21は、大腿部の正面部分及び側面の一部を覆う大腿正面パッド24と、大腿正面パッド24の両端部分に形成された一対の大腿背面パッド25,26とを含む。大腿正面パッド24は、大腿部の形状に合わせて形成され膝側部分(図2において下端側)に凹部24aが形成されている。大腿背面パッド25,26は、大腿正面パッド24の両端から延びる帯形状を有する。大腿背面パッド25,26の先端部25a,26aには接続部25b,26bがそれぞれ設けられている。接続部25b,26bは、例えばマジックテープ(登録商標)等の面ファスナーであり得る。大腿背面パッド25,26の接続部25b,26bが大腿部の背面で互いに接続されることにより、大腿装着部21は使用者の大腿部に装着される。
As shown in FIG. 2, the
下腿装着部22は、下腿部の正面及び側面の一部を覆う下腿正面パッド27と、下腿正面パッド27の両端部分(図2において左右両端)に形成された一対の下腿背面パッド28,29とを含む。下腿正面パッド27は、下腿部の形状に合わせて形成され膝側部分(図2)において上端側)に凹部27aが形成されている。下腿背面パッド28,29は、下腿正面パッド27の両端から延びる帯形状を有する。下腿背面パッド28,29の先端部28a,29aには接続部28b,29bがそれぞれ設けられている。接続部28b,29bは、例えばマジックテープ(登録商標)等の面ファスナーであり得る。下腿背面パッド28,29の接続部28b,29bが下腿部の背面で互いに接続されることにより、下腿装着部22は使用者の下腿部に装着される。
The lower
連結部23a,23bは、例えば伸縮性を有する部材であり、大腿装着部21及び下腿装着部22の左端同士及び右端同士をそれぞれ連結するように形成されている。連結部23a,23bにより大腿装着部21及び下腿装着部22が一体化された状態で大腿正面パッド24の凹部24a、下腿正面パッド27の凹部27a及び連結部23a,23bとにより装着孔31(図1(b)参照)が区画される。体動判定装置10の装着時には、使用者の膝の正面がこの装着孔31から露出するようになっており、歩行動作の膝関節の曲げ動作が容易となる。装着孔31を膝に位置合わせすることにより、装着部11は正しい位置に装着される。
The
大腿正面パッド24及び下腿正面パッド27には、略中央部分に挿入部32,33が設けられ、この挿入部32,33にはセンサSL1,SL2(SR1,SR2)がそれぞれ配置されている。大腿正面パッド24に設けられたセンサSL1,SR1は、例えば加速度センサである。下腿正面パッド27に設けられたセンサSL2,SR2は、例えば角速度センサである。例えば、センサSL1,SR1(加速度センサ)は、歩行動作において股関節を中心に回転する大腿部の加速度を示す信号を出力する。例えば、センサSL2,SR2(角速度センサ)は、膝関節を中心に回転する下腿部の角速度を示す信号を出力する。体動判定装置10は、センサSL1,SL2(SR1,SR2)の出力信号を用いて歩行状態(膝関節の変位)を検出する。なお、センサSL1,SL2,SR1,SR2は、同じ種類のセンサを用いてもよい。また、各センサSL1,SL2,SR1,SR2は、ロータリーエンコーダ、ポテンショメータ、ゴニオメータ、加速度センサ、ジャイロセンサなどを用いてもよい。センサSL1,SL2,SR1,SR2は、接続ケーブル13を介して本体部12と電気的に接続されている。本体部12は、各種情報を可視表示する表示部43と、各種操作が行われる操作部44とを備えている。
The
図1(a)に示すように、左下股の上部に装着されるセンサSL1と右下股の上部に装着されるセンサSR1とは、基準面Oに対して対称な位置に配置される。基準面Oは、人体の対称的な動作の中心となる面である。図示した例では、基準面Oは、歩行方向から見た使用者の身体を左右均等に分割する正中面である。使用者の左下股の下部に装着されるセンサSL2と右下股の下部に装着されるセンサSR2とは、基準面Oに対して対称な位置に配置される。 As shown in FIG. 1A, the sensor SL1 attached to the upper portion of the lower left crotch and the sensor SR1 attached to the upper portion of the lower right crotch are disposed at symmetrical positions with respect to the reference plane O. The reference plane O is a plane that is central to the symmetrical motion of the human body. In the illustrated example, the reference plane O is a median plane that divides the user's body equally from left to right as viewed in the walking direction. The sensor SL2 mounted to the lower portion of the lower left crotch of the user and the sensor SR2 mounted to the lower portion of the lower right crotch are disposed at symmetrical positions with respect to the reference plane O.
左下股に装着された2つのセンサSL1,SL2は、使用者の左足の動作を検出する第1検出部SLを構成する。右下股に装着された2つのセンサSR1,SR2は、使用者の右足の動作を検出する第2検出部SRを構成する。第1検出部SL,第2検出部SRは、体動検出部を構成する。 The two sensors SL1 and SL2 attached to the lower left crotch constitute a first detection unit SL that detects the movement of the user's left foot. The two sensors SR1 and SR2 attached to the lower right crotch constitute a second detection unit SR that detects the movement of the user's right foot. The first detection unit SL and the second detection unit SR constitute a body movement detection unit.
図3に示すように、本体部12は、制御部41と、電源部45とを含む。
As shown in FIG. 3, the
制御部41は、演算処理部46と、判別部47と、センサSL1,SL2,SR1,SR2に異常があるかどうかを検知するセンサ異常検知部1とを含む。演算処理部46は、センサSL1,SL2,SR1,SR2に接続されている。判別部47は、体動判定部の一例である。
センサSL1,SL2,SR1,SR2は、図5,図6に示す立脚期及び遊脚期からなる1歩行周期の歩行動作を検出する。 The sensors SL1, SL2, SR1, and SR2 detect the walking motion of one walking cycle consisting of the stance phase and the swing phase shown in FIGS.
図3に示すように、演算処理部46には、センサSL1、SL2、SR1、SR2の出力信号IL1,IL2、IR1,IR2が供給される。センサSL1、SL2の出力信号IL1,IL2は、正中面Oにより分割された2つの領域のうちの一方の領域についての歩行動作の検出結果を示す。センサSR1、SR2の出力信号IR1,IR2は、他方の領域についての歩行動作の検出結果を示す。
As shown in FIG. 3, the
演算処理部46は、センサの出力信号IL1,IL2,IR1,IR2に対して信号処理を行う。演算処理部46の信号処理は、例えば、高周波成分等のノイス゛の除去、移動平均値の算出、及び周波数解析などであり得る。
The
演算処理部46は、正中面Oに対して対称に配置された、センサSL1,SL2の出力信号IL1,IL2とセンサSR1,SR2の出力信号IR1,IR2とを組み合わせる処理を行う。演算処理部46は、組み合わせる処理として、例えば、出力信号IL1と出力信号IR1との減算処理(IL1-IR1)及び/または加算処理(IL1+IR1)を実行する。演算処理部46は、組み合わせる処理として、例えば、出力信号IL2と出力信号IR2との減算処理(IL2-IR2)及び/または加算処理(IL2+IR2)を実行する。
The
例えば、演算処理部46は、出力信号IL1,IL2,IR1,IR2を、以下の式に従って組み合わせることにより、信号Z1を生成することもできる。
For example, the
Z1=aX1+bX2+cX3+dX4+…+C
一例では、変数X1~X4には、出力信号IL1,IL2,IR1,IR2が代入される。変数X1~X4には、第1検出部SLの出力信号IL1,IL2と第2検出部SRの出力信号IR1,IR2とが組み合わされた値等が代入されてもよい。変数X1~X4の値は、各判別区間H1a~H1c(図6参照)における出力信号IL1,IL2,IR1,IR2の特徴的な値である。具体的には、変数X1~X4の値は、例えば、移動平均値、微分値、他の特徴的な値と所定の演算を施して算出される値(例えば、X1-X4,X1+X2)などの連続的に得られる値であり得る。各判別区間H2a~H2dにおいて設定値(係数a~d)は変更され得る。
Z1 = aX1 + bX2 + cX3 + dX4 + ... + C
In one example, the output signals IL1, IL2, IR1, and IR2 are substituted for the variables X1 to X4. For the variables X1 to X4, values in which the output signals IL1 and IL2 of the first detection unit SL and the output signals IR1 and IR2 of the second detection unit SR are combined may be substituted. The values of the variables X1 to X4 are characteristic values of the output signals IL1, IL2, IR1, and IR2 in the respective determination sections H1a to H1c (see FIG. 6). Specifically, the values of the variables X1 to X4 are, for example, moving average values, differential values, values calculated by performing predetermined calculations with other characteristic values (for example, X1-X4, X1 + X2), etc. It may be a value obtained continuously. The set values (coefficients a to d) can be changed in each of the determination sections H2a to H2d.
係数a~d及び定数Cの値は、例えば、多変数解析手法の1つである判別分析法を用いて設定される。例えば、複数の被験者に対して事前に歩行テストを行って、各判別区間H1a~H1cにおける変数X1~X4を算出する。 The values of the coefficients a to d and the constant C are set, for example, using a discriminant analysis method which is one of multivariate analysis methods. For example, a walking test is performed on a plurality of subjects in advance to calculate variables X1 to X4 in each of the discrimination sections H1a to H1c.
この歩行テストにおける判別区間H1a~H1cの検出には、例えば、センサSL1,SL2,SR1,SR2の他に別のセンサ(圧力センサ)が用いられる。判別分析法に基づいて算出された判別式Z1に変数X1~X4が代入されて、一つのグラフに全判別区間H1a~H1cの特徴的な値が表される(グループ化される)。係数a~dは、上記した判別式Z1が、このグラフにおいてグループ化された各判別区間H1a~H1cの特徴的な値の境界を示すように設定される。つまり、判別区間H1a~H1cが異なる場合に、異なる値の係数a~dが設定される。なお、定数Cは、判別式Z1の値を調整する値である。このように設定された判別式Z1は、各判別区間H1a~H1cの境界において所定の値(例えば、Z1=0)となる。 In addition to the sensors SL1, SL2, SR1, and SR2, for example, another sensor (pressure sensor) is used to detect the determination sections H1a to H1c in the walking test. The variables X1 to X4 are substituted into the discriminant Z1 calculated based on the discriminant analysis method, and characteristic values of all the discrimination sections H1a to H1c are represented (grouped) in one graph. The coefficients a to d are set such that the above-described discriminant equation Z1 indicates the boundary of characteristic values of the respective discrimination sections H1a to H1c grouped in this graph. That is, when the determination sections H1a to H1c are different, different coefficients a to d are set. The constant C is a value for adjusting the value of the discriminant Z1. The discriminant Z1 set in this way becomes a predetermined value (for example, Z1 = 0) at the boundary of each of the discrimination sections H1a to H1c.
演算処理部46は、処理結果をセンサ異常検知部1に供給する。
The
センサ異常検知部1は、センサSL1,SL2,SR1,SR2に異常があるかどうかを、センサSL1,SL2,SR1,SR2の出力信号に対して規定された上限閾値及び下限閾値に基づいて行う。
The sensor
上限閾値及び下限閾値について説明する。図4に示す例では、上限閾値ERuは、正常なセンサSL1,SL2,SR1,SR2の検出値の平均値と標準偏差との合計(例えば平均値+3σ)よりも所定値以上大きい値に設定される。また、下限閾値ERdは、正常なセンサSL1,SL2,SR1,SR2の検出値の平均値と標準偏差との合計(例えば平均値-3σ)よりも所定値以上小さい値に設定される。図示した例では、上限閾値ERu(+800)と下限閾値ERd(-800)の絶対値は互いに同じである。 The upper threshold and the lower threshold will be described. In the example shown in FIG. 4, the upper limit threshold value ERu is set to a value larger by a predetermined value or more than the sum (for example, average value + 3σ) of the average value and the standard deviation of the detection values of normal sensors SL1, SL2, SR1, SR2. Ru. Further, the lower limit threshold value ERd is set to a value smaller by a predetermined value or more than the sum (for example, the average value -3σ) of the average value and the standard deviation of the detection values of the normal sensors SL1, SL2, SR1, SR2. In the illustrated example, the absolute values of the upper threshold ERu (+800) and the lower threshold ERd (-800) are the same.
下限閾値ERd以上かつ上限閾値ERu以下の範囲が、正常範囲αSとなる。正常範囲αS外であるセンサの検出値は、異常値である。センサ異常検知部1は、センサSL1,SL2,SR1,SR2の検出値のいずれかが正常範囲αS外である時、そのセンサが異常であることを検知する。センサ異常検知部1は、異常と検知したセンサの出力信号を判別部47に供給せず、異常と検知しなかったセンサの出力信号のみを判別部47に供給する。
The normal range αS is a range not less than the lower limit threshold ERd and not more than the upper limit threshold ERu. The detection value of the sensor outside the normal range αS is an abnormal value. When any one of the detection values of the sensors SL1, SL2, SR1, and SR2 is out of the normal range αS, the sensor
判別部47は、図3に示すように、比較部49と、論理演算部50とを含む。比較部49は、各判別区間で異なる閾値で、信号Z1が閾値より大きいか又は小さいかで、演算処理部46により演算された信号Z1の値がどの区間に属しているかを判定する。論理演算部50は、比較部49から供給された判定信号の論理演算を行う。判別部47は、比較部49及び論理演算部50を用いて、出力信号IL1,IL2,IR1,IR2等に対する判定を行う。例えば、判別部47は、図3に示した1歩行周期(立脚期及び遊脚期)の歩行動作から、図6に示す複数の判別区間H1a~H1cを検出する。そして、判別部47は、例えば、歩行動作に伴って判別区間H1aから判別区間H1bに切り替わったと判定した場合に、出力信号をハイレベルからローレベルに変更する制御を行う。
The
表示部43には、例えば、各判別区間H1a~H1cにおける使用者の歩行状態の判定結果などが表示される。また、表示部43には、例えば、判別区間H1a~H1cの左右の脚の動作の違いや、左右の脚の動作の違いに基づく歩行動作の評価結果が表示される。なお、表示部43に表示される判定対象とする動作は、操作部44を用いて使用者が変更可能となっている。
The
電源部45は、センサSL1,SL2,SR1,SR2、制御部41及び操作部44に対して駆動電流を供給する。電源部45は、例えば充電式バッテリー、乾電池及び商用電源の供給に基づいて所要の駆動電流を生成する電源回路などである。
The
次に、人体の歩行動作について図5(a),(b)を参照して説明する。 Next, the walking motion of the human body will be described with reference to FIGS. 5 (a) and 5 (b).
1歩行周期は、使用者の一方側の足の踵が接地したときから、次に同じ踵が再度接地するまでの周期を示す。1歩行周期における使用者のいずれかの足が床に接している期間が立脚期(立脚相ともいう)、足が床から離れている期間が遊脚期(遊脚相ともいう)である。例えば図5,図6に歩行周期の各脚の状態が示されように、一方の脚が立脚期の場合、他方の脚は遊脚期であり得る。そして、他方の脚は、一方の脚から経時的にずれて立脚期となる。基本的に1歩行周期中には、両方の足が地面に接する期間が発生する。 One walking cycle indicates a cycle from when the heel of the foot of one side of the user touches the ground to when the same heel again touches the ground again. The period in which one of the user's feet is in contact with the floor in one walking cycle is the stance phase (also referred to as stance phase), and the period in which the foot is away from the floor is the swing phase (also referred to as swing phase). For example, as shown in FIG. 5 and FIG. 6, when the condition of each leg of the walking cycle is shown, when one leg is in the stance phase, the other leg may be in the swing phase. Then, the other leg is shifted from one leg over time to become a stance phase. Basically, during one walking cycle, a period occurs in which both feet touch the ground.
次に、体動判定装置10の動作を図3,図6を参照して説明する。
Next, the operation of the body
制御部41は、使用者の歩行動作に伴いセンサSL1,SL2,SR1,SR2の出力信号IL1,IL2,IR1,IR2を取得すると、センサSL1,SL2,SR1,SR2に異常があるかどうかを検知する。制御部41は、正常であると検知したセンサの出力信号に基づき、立脚期及び複数の遊脚期(判別区間H1a~H1c)を1歩行周期から検出する(図6参照)。制御部41は、この判別区間H1a~H1cに基づいて使用者の歩行状態を判定する。
When the
次に、上記した動作の詳細を、図7に示すフローチャートに従って説明する。 Next, the details of the above-described operation will be described according to the flowchart shown in FIG.
センサSL1,SL2,SR1,SR2は、使用者が歩行動作を行うと、歩行動作に伴う使用者(人体)の変位を検出し、検出結果を示す出力信号IL1,IL2,IR1,IR2を、センサ異常検知部1に供給する(ステップ61)。各センサは、例えば加速度及び/または角速度等の、人体の変位に応じた物理量を検出するように構成されている。 When the user walks, the sensors SL1, SL2, SR1, SR2 detect displacement of the user (human body) accompanying the walking motion, and output signals IL1, IL2, IR1, IR2 indicating the detection results It supplies to the abnormality detection part 1 (step 61). Each sensor is configured to detect a physical quantity corresponding to a displacement of a human body, such as acceleration and / or angular velocity.
センサ異常検知部1は、出力信号IL1,IL2,IR1,IR2の検出結果が正常範囲αSの範囲を超えているか否かを検知する(ステップ62)。センサ異常検知部1は、或るセンサの検出値が正常範囲αSの範囲を超えるとき、当該センサが異常であることを検知する。一方、センサ異常検知部1は、正常範囲αSの範囲内の検出値を示すセンサが正常であることを検知する。そして、センサ異常検知部1は、正常であると検知したセンサの検出値(出力信号IL1,IL2,IR1,IR2)のみを演算処理部46に出力する。なお、センサ異常検知部1は、或るセンサの異常を検知したとき、その旨を示す信号を表示部43に供給する。これにより、表示部43には、図8(a)に例示するように、異常の発生を示す情報が表示される。また、図8(b)に例示するように、表示部43は、各センサSL1,SL2,SR1,SR2に対応するLEDを含むことができる。この構成では、例えばセンサSL1の異常が検知されたとき、センサSL1の異常の発生を示すLEDのみが点灯する。
The sensor
演算処理部46は、例えば、正中面Oにより分割配置されたセンサSL1,SL2,SR1,SR2の出力信号IL1,IL2と出力信号IR1,IR2とを組み合わせる処理を行う。また、演算処理部46は、組み合わせた信号、及び組み合わされる以前の信号に対する信号処理を行う(ステップ63)。演算処理部46は、信号処理を施した信号を判別部47に出力する。
The
次いで、判別部47は、供給された信号と1歩行周期を歩行動作の特性毎に分割するための閾値とに基づいて、複数の判別区間H1a~H1cを1歩行周期から検出する。判別部47は、1歩行周期を、図6に示す立脚期である判別区間H1aと複数の遊脚期である判別区間H1b,H1cとに判別する。判別部47は、例えば、出力信号IL1,IR1の減算結果として図6に推移IL1-IR1として示す信号と、規定された閾値TH1,TH2,TH3,TH4とを、比較部49に比較させる。判別部47は、比較結果に基づき、推移IL1-IR1が閾値TH1もしくはTH2を超えている期間を立脚期と判別する。比較部49は、各出力信号が、閾値TH1,TH2より小さかった場合には、推移IL1-IR1を「1」(ハイレベル)とする。また、比較部49は、各出力信号が、閾値以上であった場合には推移IL1-IR1を「0」(ローレベル)として論理演算部50に出力する。なお、閾値TH1,TH2,TH3,TH4は、1歩行周期において一定の値である。
Next, the
次に、図6に示すステップ65において、論理演算部50は、比較部49から供給された判定信号の論理演算を行う。判別部47は、論理演算部50の出力結果から判別区間H1a~H1cを検出する(ステップ66)。
Next, in
論理演算部50は、立脚期のうち、推移IL1-IR1が閾値TH1を超えている期間T12を立脚期前期と判別する。さらに、論理演算部50は、一旦閾値TH1以下となって以降の期間であって閾値TH2を超えている期間T23を、立脚期後期と判別する。そして、判別部47は、論理演算部50の判別結果に基づき、立脚期前期T12及び立脚期後期T23からなる期間を、判別区間H1aと規定する。なお、立脚期前期は、1歩行周期中に一方の足の踵で接地して、踵が地面から離れるまで状態(区間)である。また、立脚期後期は、1歩行周期中に一方の足の踵が地面から離れて、つま先が地面から離れるまで状態(区間)である。
In the stance phase, the
論理演算部50は、立脚期後期に後続する期間であって閾値TH3以下となる期間T34を、遊脚期前期と判別する。また、論理演算部50は、遊脚期前期に後続する期間であり、閾値TH3を超えてかつ閾値TH4以下となる期間T40を、遊脚期後期と判別する。そして、判別部47は、論理演算部50の判別結果に基づき、遊脚期前期を判別区間H1b、遊脚期後期を判別区間H1cと規定する。
The
なお、閾値TH1,TH2,TH3,TH4に基づき判別された区間が、1歩行周期に立脚期前期が複数含まれるなど、1歩行周期において共通する複数の区間を示す場合も起こり得る。この場合、論理演算部50は、判別に用いた判別信号とは異なる判別信号を別途取得する。そして、論理演算部50は、この取得した判別信号を論理演算することにより判別区間H1a~H1cを特定する。
A case may also occur where a section determined based on the threshold values TH1, TH2, TH3 and TH4 indicates a plurality of sections common to one walking cycle, for example, a plurality of preceding standing phases are included in one walking cycle. In this case, the
なお、閾値TH1,TH2,TH3,TH4は、例えば、複数の被験者に対して事前に行われた歩行テストをもとに設定される。歩行テストは、例えば、被験者の身体にセンサSL1,SL2,SR1,SR2の他に別のセンサ(例えば、圧力センサ)が設けられて行われる。この別のセンサは、歩行テストにおいて、判別区間H1a~H1cを検出するために設けられる。例えば、足裏に設けられた圧力センサにより、1歩行周期において足が地面に接地している期間を検出し、その期間が立脚期、即ち判別区間H1aとされる。このような別のセンサで検出した判別区間H1a~H1cに応じて、各被験者の出力信号の値が取得される。そして、例えば、判別区間H1a~H1cの境界における出力信号の値の平均値が算出される。この算出された結果が、閾値TH1,TH2,TH3,TH4として設定される。例えば、閾値TH2には、図6に示すように、出力信号に対して立脚期後期と、その前後の区間(立脚期前期と遊脚期前期)とを判定する値が設定されている。従って、閾値TH2は、歩行テストにおける複数の被験者の立脚期前期と、その前後の区間との境界における出力信号の値の平均値から設定される。なお、閾値TH1,TH2,TH3,TH4の設定は、境界の値に限らず、例えば、各判別区間H1a~H1cのそれぞれの区間全体における各出力信号の値の平均値に基づいて設定されてもよい。 The threshold values TH1, TH2, TH3, and TH4 are set based on, for example, walking tests performed in advance for a plurality of subjects. The gait test is performed, for example, by providing another sensor (for example, a pressure sensor) in addition to the sensors SL1, SL2, SR1, and SR2 on the body of the subject. This other sensor is provided to detect the discrimination sections H1a to H1c in the walking test. For example, a pressure sensor provided on the sole detects a period in which the foot is in contact with the ground in one walking cycle, and this period is regarded as a standing period, that is, a determination section H1a. The value of the output signal of each subject is acquired according to the discrimination sections H1a to H1c detected by such another sensor. Then, for example, the average value of the values of the output signals at the boundaries of the determination sections H1a to H1c is calculated. The calculated results are set as threshold values TH1, TH2, TH3 and TH4. For example, as shown in FIG. 6, the threshold value TH2 is set to a value for determining the output signal in the late stance phase and the sections before and after that (the stance phase period and the swing phase period). Therefore, the threshold value TH2 is set from the average value of the values of the output signals at the boundaries between the first standing phase period of the plurality of subjects in the walking test and the sections before and after the standing phase period. The settings of the threshold values TH1, TH2, TH3 and TH4 are not limited to the border values, and may be set based on, for example, the average value of the values of the respective output signals in the respective determination sections H1a to H1c. Good.
次に、体動判定装置10の作用について説明する。
Next, the operation of the body
上記した体動判定装置10は、センサSL1,SL2,SR1,SR2に異常があるかどうかを検知するセンサ異常検知部1を備える。センサ異常検知部1は、正常であることを検知したセンサの検出結果(出力信号)のみを判別部47に出力する。従って、判別部47は、正常であることが検知された検出結果に基づいて人体の動作を判別することが可能となる。
The above-described body
センサ異常検知部1は、センサSL1,SL2,SR1,SR2の検出結果が、上限閾値ERuよりも高いために閾値ERuを超えるとき、そのセンサが異常であることを検知した。また、センサ異常検知部1は、センサSL1,SL2,SR1,SR2の検出結果が、下限閾値ERdの絶対値を超えるとき、そのセンサが異常であることを検知した。従って、センサ異常検知部1は、センサSL1,SL2,SR1,SR2の検出結果が、上限閾値ERu及び下限閾値ERdのいずれか一方を超えたかを判定する。そして、センサ異常検知部1は、この判定を行うだけで、センサの異常を検知することができる。
The sensor
また、センサ異常検知部1は、上限閾値ERu及び下限閾値ERdの2つの閾値を用いてセンサSL1,SL2,SR1,SR2の異常を検知した。このため、装着部11の表裏が正規の向きとは逆の向きで装着されたことによりセンサSL1,SL2,SR1,SR2の検出値の±が逆転しても、センサ異常検知部1は、異常の検知を行うことができる。従って、センサ異常検知部1は、装着部11やセンサSL1,SL2,SR1,SR2の装着向きに拘わらず、センサSL1,SL2,SR1,SR2の異常を検知することができる。これにより、センサ異常検知部1による異常検知の信頼性が高められる。
Further, the sensor
また、センサ異常検知部1は、センサSL1,SL2,SR1,SR2の異常を検知したとき、その旨を表示部43に表示した。従って、センサ異常検知部1は、センサSL1,SL2,SR1,SR2に異常が発生した旨を使用者に視認させることができる。
When the sensor
また、上記した体動判定装置10は、使用者の基準面Oを間に挟んだ領域に配置されたセンサSL1,SL2とセンサSR1,SR2とを備える。センサSL1,SL2,SR1,SR2は、左右対称な歩行動作を検出する。判別部47は、センサSL1,SL2,SR1,SR2によって検出された複数の出力信号IL1,IL2,IR1,IR2を組み合わせて使用者の歩行動作を判別する。従って、歩行動作の判別に用いられるデータ量が増加し、高精度な判別が可能となる。
Further, the above-described body
また、正中面Oを間に挟んだ使用者の部位同士、例えば使用者の脚の左右のバランスが評価される場合にも、他方の脚の状態も含めた評価を行うことができる。これにより、例えば一方の脚を評価する場合に他方の状態との交互作用を含めた評価が可能となる。 Moreover, also when the site | part of the user which pinched | interposed the median plane O, for example, the balance of the right and left of a user's leg is evaluated, evaluation including the state of the other leg can be performed. This enables, for example, an evaluation including an interaction with the other state when evaluating one leg.
また、センサSL1,SL2とセンサSR1,SR2とが、左右対称に行われる歩行動作の境界となる正中面Oに対して対称な位置に配置された。つまり、人体の動作は、歩行方向から見た人体を均等に分割する正中面Oに対して平行な動きが多い。また、人体の動作は、正中面Oにより分割された部位(例えば、左肢、右肢)において同様なものとなる傾向が強い。例えば、椅子に座る動作は、主に立位の状態から左右の膝が伸展し、座面に近くになった場合に膝が屈曲するなど、左右の脚が同時に動作する。このため、センサSL1,SL2,SR1,SR2の検出結果が組み合わされることで、同時に動作する人体の各部位の動きを示す検出結果に基づいた動作判別が行われる。これにより、判別部47には、一方の脚に装着されたセンサSL1,SL2の出力信号IL1,IL2と他方の脚に装着されたセンサSR1,SR2の出力信号IR1,IR2とが供給される。従って、センサSL1,SL2の出力信号IL1,IL2のみが用いられる構成に対し、判別部47に供給される信号のデータ量が2倍になる。これにより、使用者の歩行動作がより正確に判別される。
Further, the sensors SL1 and SL2 and the sensors SR1 and SR2 are disposed at symmetrical positions with respect to the median plane O which is the boundary of the walking motion performed symmetrically. That is, the motion of the human body has many parallel movements with respect to the median plane O which divides the human body seen from the walking direction evenly. In addition, the motion of the human body tends to be similar in the part divided by the median plane O (for example, the left limb and the right limb). For example, in the motion of sitting on a chair, the left and right legs operate simultaneously, such as when the left and right knees extend from the standing position and the knee bends when the seat surface is approached. Therefore, by combining the detection results of the sensors SL1, SL2, SR1, and SR2, the operation determination based on the detection result indicating the movement of each part of the human body operating simultaneously is performed. As a result, the
人体の動作中において、正中面Oに対し、各部位の動きは類似するが、部位間で動きのリズムまたは位相が異なることがある。例えば歩行時の左腰側面と右腰側面の動きは位相が約180度ずれた動きとなる。この場合、一方のセンサSL1,SL2(SR1,SR2)の検出結果では動作の判別が困難となる傾向にある。そこで、他方のセンサSR1,SR2(SL1,SL2)の検出結果が利用されることで、従来では判別が困難であった動作も判別され易くなる。 During movement of the human body, the movement of each part is similar to the median plane O, but the rhythm or phase of movement may differ between parts. For example, the motions of the left and right hip sides during walking are out of phase by about 180 degrees. In this case, the detection result of one of the sensors SL1 and SL2 (SR1 and SR2) tends to make it difficult to determine the operation. Therefore, by using the detection results of the other sensors SR1 and SR2 (SL1 and SL2), it becomes easy to determine an operation that was conventionally difficult to determine.
体動判定装置10は、使用者(人体)の一方の肢部分に装着されたセンサSL1,SL2と使用者の一方の肢部分に装着されたセンサSR1,SR2とを備える。センサSL1,SL2,SR1,SR2が人体の左右に共通して存在する肢に装着された場合は、センサSL1,SL2,SR1,SR2が使用者の腰に装着された場合よりもセンサ値の変動が多い。このため、取得可能なデータ量が増大する。また、基本的に動作を判別する場合にセンサ値の基準となる姿勢状態を設けて判別を行う手法も存在する。しかし、この手法では、該姿勢状態のときに取得されるセンサ値と他の動作時のセンサ値の差が少ないため高精度に判別することは困難である。これに対し、左右の股に装着されるセンサSL1,SL2とセンサSR1,SR2との各センサ値は、十分な差を有する。以上より、人体の左右に共通して存在する左右の肢にセンサSL1,SL2,SR1,SR2が装着されることで、動作判別がより高精度に行われる。
The body
体動判定装置10は、正中面Oに対称な位置に装着されたセンサSL1,SL2,SR1,SR2の出力信号を組み合わせる。そして、体動判定装置10は、組み合わせることで得られる信号に基づいて人体の一方の肢の動作判別を行う。例えば、左右共通の人体の部位(例えば足、脚)が同時の動きをしている立位の状態、つまり両足裏が地面に接している状態を想定する。この状態では、一方の足裏が接している状態を判別できたとしても、他方の足裏が地面に接している状態を判別することは困難である。そこで例えば、一方の脚に装着されたセンサにより一方の脚の状態が取得され、他方の脚に装着されたセンサにより他方の脚の状態が取得される手法も想定される。この手法では、各センサのセンサ値をもとに左右の脚の状態が判別され、この判別結果をもとに人体の状態が判別される。しかし、この手法では、左右の脚のそれぞれの状態が個別に判別される。そして、その後に人体全体の動作が判別されるため、人体全体の動作判別が迅速に行われない。一方、体動判定装置10は、組み合わせることで得られた信号に基づいて人体の一方の肢の動作判別を行う。これにより、体動判定装置10は、立位の判別を高精度かつ迅速に行うことが可能である。
The body
体動判定装置10は、閾値TH1,TH2,TH3,TH4を用いて1歩行周期(立脚期及び遊脚期)を分割する判別部47を備える。この閾値TH1,TH2,TH3,TH4は、遊脚期を更に分割した所望の区間(判別区間H1b,H1c)が検出可能な値が設定されている。従って、1歩行周期を複数の判別区間H1a~H1cに分割することで、その判別区間H1a~H1cに基づいて身体のバランス等の評価を適切に行うことができる。
The body
また、体動判定装置10は、センサSL1,SL2,SR1,SR2が使用者の膝(関節)を挟んだ位置に設けられ膝関節の回転位置(角速度等)を検出可能に構成されている。図9に示すように、例えば遊脚期の前期において、大腿部は、進行方向B1と同じ向きに股関節を中心に回転する(回転方向B2)。
In addition, the body
センサSL1,SR1(加速度センサ)は、回転方向B2に対する大腿部の加速度を検出して出力信号IL1,IR1を出力する。また、下腿部は、膝関節を中心に慣性力が働く方向B3に回転する(回転方向B4)。センサSL2,SR2(角速度センサ)は、回転方向B4に沿った下腿部の角速度を検出して出力信号IL2,IR2を出力する。遊脚期の後期では,両部位ともに前期とは逆方向に回転する(回転方向B5,B6)。そこで、上記した遊脚期における足の特徴的な動作を検出するように膝関節を挟んだ部位にセンサSL1,SL2,SR1,SR2が設けられる。これにより、判別区間H1b,H1cの検出精度を向上させることができる。 The sensors SL1 and SR1 (acceleration sensors) detect acceleration of the thigh with respect to the rotational direction B2 and output output signals IL1 and IR1. The lower leg rotates in a direction B3 in which an inertial force acts on the knee joint (rotational direction B4). The sensors SL2 and SR2 (angular velocity sensors) detect the angular velocity of the lower leg along the rotational direction B4 and output output signals IL2 and IR2. In the late swing phase, both parts rotate in the opposite direction to the previous period (rotational directions B5 and B6). Therefore, sensors SL1, SL2, SR1, and SR2 are provided at sites sandwiching the knee joint so as to detect the characteristic motion of the foot in the swing phase described above. Thereby, the detection accuracy of the discrimination sections H1b and H1c can be improved.
第1の実施形態は、以下の効果を奏する。 The first embodiment has the following effects.
(1)体動判定装置10は、センサSL1,SL2,SR1,SR2に異常があるかどうかを検知するセンサ異常検知部1を備える。これにより、体動判定装置10は、人体に装着されたセンサSL1,SL2,SR1,SR2に異常があるかどうかを精度よく検知することができる。
(1) The body
(2)センサ異常検知部1は、センサSL1,SL2,SR1,SR2の検出結果と上限閾値ERuとを比較することにより、センサの異常を検知する。また、センサ異常検知部1は、センサSL1,SL2,SR1,SR2の検出結果と下限閾値ERdとを比較することにより、センサの異常を検知する。センサSL1,SL2,SR1,SR2の検出結果と、上限閾値ERu及び/または下限閾値ERdとの比較するための構造は簡単であり、比較のための演算負荷は低く、比較の精度は高い。したがって、センサ異常検知部1は、センサSL1,SL2,SR1,SR2の異常を容易かつ的確に検知することができる。
(2) The sensor
(3)センサ異常検知部1は、センサSL1,SL2,SR1,SR2の検出結果が、下限閾値ERd以上かつ上限閾値ERu以下の正常範囲αSを超えるか否かに基づいて、異常を検知する。これにより、センサ異常検知部1は、装着部11やセンサSL1,SL2,SR1,SR2の設置の向きに拘わらず、センサSL1,SL2,SR1,SR2の異常を検知することができる。
(3) The sensor
(4)体動判定装置10は、人体の基準面Oに対して対称な位置に装着されたセンサSL1,SL2,SR1,SR2と、センサSL1,SL2,SR1,SR2の出力信号IL1,IL2,IR1,IR2を組み合わせることで人体の姿勢(動作)を判別する判別部47とを備える。これにより、歩行動作の判別に用いられるデータ量が増加し、高精度な判別が可能となる。
(4) The body
(5)センサSL1,SL2とセンサSR1,SR2は、歩行方向から見た人体を左右均等に分割する正中面Oに対して対称に配置される。これにより、センサSL1,SL2の出力信号IL1,IL2のみが用いられる比較例よりも、判別部47に供給される信号のデータ量が2倍になり、使用者の歩行動作がより正確に判別される。
(5) The sensors SL1 and SL2 and the sensors SR1 and SR2 are disposed symmetrically with respect to the median plane O which divides the human body seen from the walking direction equally to the left and right. As a result, the data amount of the signal supplied to the
(6)体動判定装置10は、人体の一方の肢部分に設けられた複数のセンサSL1,SL2と、他方の肢部分に設けられた複数のセンサSR1,SR2とを含む。このため、体動判定装置10は、例えば歩行動作等の各種動作に伴う人体の変位を示す信号をより多く取得することが可能となる。これにより、体動判定装置10は、人体の動作を示す豊富なデータに基づいて動作判別を行うことが可能となり、動作判別をより詳細かつ高精度に行うことが可能となる。
(6) The body
(7)体動判定装置10は、正中面Oに対称な位置に装着されたセンサSL1,SL2,SR1,SR2の出力信号を組み合わせる。そして、体動判定装置10は、組み合わせることで得られる信号に基づいて人体の一方の肢の動作判別を行う。これにより、立位等をはじめとする各種動作の判別を高精度かつ迅速に行うことが可能である。
(7) The body
(第2の実施形態)
図10~図14を参照して、本発明の第2の実施形態にかかる体動判定装置及び電気刺激装置について第1の実施形態との相違点を中心に説明する。
Second Embodiment
A body movement determining apparatus and an electrical stimulation apparatus according to a second embodiment of the present invention will be described with reference to FIGS. 10 to 14, focusing on differences from the first embodiment.
図10~図14において、第1の実施形態と実質的に同一の要素には同一の符号を付し、説明を割愛する。 In FIGS. 10 to 14, the elements substantially the same as those of the first embodiment are denoted by the same reference numerals, and the description thereof will be omitted.
図10に示すように、制御部41は、第1センサ異常検知部2、及び第2センサ異常検知部3を含む。また、制御部41は、第1判別部60、第2判別部70、及び統合論理演算部80を含む。
As shown in FIG. 10, the
第1センサ異常検知部2には、演算処理部46からセンサSL1,SL2,SR1,SR2の出力信号IL1,IL2,IR1,IR2が供給される。第1センサ異常検知部2は、供給される出力信号IL1,IL2,IR1,IR2に基づき、センサSL1,SL2,SR1,SR2に異常があるかどうかを検知する。第1センサ異常検知部2は、正常と検知した出力信号のうちのセンサSL1,SL2の出力信号IL1,IL2を第1判別部60に出力する。また、第1センサ異常検知部2は、正常と検知した出力信号のうちのセンサSR1,SR2の出力信号IR1,IR2を第2判別部70に出力する。
Output signals IL1, IL2, IR1, and IR2 of the sensors SL1, SL2, SR1, and SR2 are supplied from the
第1判別部60は、正中面Oにより分割された使用者の一方の半身に装着されたセンサSL1,SL2を備える第1検出部SLの検出結果に基づいて、使用者の一方の肢の動作判別を行う。第1判別部60は、比較部61と論理演算部62とを含む。比較部61は、演算処理部46により演算された第1検出部SLの検出結果を示す信号の値が、1歩行周期のうちのどの判別区間に属しているかを判定する。論理演算部62は、比較部61が出力する判定信号の論理演算を行う。第1判別部60は、比較部61及び論理演算部62を用いて、演算処理部46により処理されたセンサSL1,SL2の出力信号IL1,IL2等に対する判定を行う。これにより、第1判別部60は、一方の半身の1歩行周期の歩行動作から、図6に示した複数の判別区間H1a~H1cを検出する。そして、第1判別部60は、例えば、歩行動作に伴い使用者の歩行状態が判別区間H1aから判別区間H1bに切り替わったと判定した場合に、出力信号をハイレベルからローレベルに変更する制御を行う。第1判別部60は、判別結果を第2センサ異常検知部3に出力する。
The
第2判別部70は、正中面Oにより分割された使用者の他方の半身に装着されたセンサSR1,SR2を備える第2検出部SRの検出結果に基づいて使用者の他方の肢の動作判別を行う。第2判別部70は、比較部71と論理演算部72とを含む。比較部71は、演算処理部46により演算された第2検出部SRの検出結果信号の値が、1歩行周期のうちのどの判別区間に属しているかを判定する。論理演算部72は、比較部71が出力する判定信号の論理演算を行う。第2判別部70は、比較部71及び論理演算部72を用いて、演算処理部46により処理されたセンサSR1,SR2の出力信号IR1,IR2等に対する判定を行う。これにより、第2判別部70は、他方の半身の1歩行周期の歩行動作から、図6に示す複数の判別区間H1a~H1cを検出する。そして、第2判別部70は、例えば、歩行動作に伴い使用者の歩行状態が判別区間H1aから判別区間H1bに切り替わったと判定した場合に、出力信号をハイレベルからローレベルに変更する制御を行う。第2判別部70は、判別結果を第2センサ異常検知部3に出力する。
The
第2センサ異常検知部3は、第1判別部60から供給された判別結果に基づき、センサSL1,SL2に異常があるかどうかを検知する。また、第2センサ異常検知部3は、第2判別部70から供給された判別結果に基づき、センサSR1,SR2に異常があるかどうかを検知する。第2センサ異常検知部3は、正常であることを検知したセンサの検出結果に基づく判別結果を統合論理演算部80に出力する。第2センサ異常検知部3は、例えば、供給された判別結果が、規定された動作以外の未知の動作を示すとき、この判別結果の生成源となるセンサが異常であることを検知する。また、第2センサ異常検知部3は、例えば、第1判別部60及び第2判別部70からそれぞれ供給された判別結果が同じ歩行動作を長期間継続していることを示すなど、正常な動作結果として規定された組み合わせ以外の動作を示すときもセンサが異常であることを検知する。
Based on the determination result supplied from the
統合論理演算部80は、正常であることが検知された判別結果に基づいて、使用者の動作を判定する処理を行う。統合論理演算部80は、例えば、正中面Oにより分割された使用者の左脚の動作を、第1判別部60の判別結果に第2判別部70の判別結果を加味して判定する。これにより、統合論理演算部80は、第1判別部60の判別結果を検証し、誤判別があるかどうかを確認する。また、これにより、統合論理演算部80は、第1判別部60の判別結果のみでは判別が困難な使用者の動作の判別を行う。なお、統合論理演算部80は、第1判別部60の判別結果及び第2判別部70の判別結果のうち一方の判別結果(例えば第1判別部60の判別結果)が異常なセンサの出力信号に基づく判別結果であると検知したとき、正常なセンサの出力信号に基づく他方の判別結果(例えば第2判別部70の判別結果)のみに基づいて、動作の判別を行う。このようにし、統合論理演算部80は異常なセンサの出力信号に基づく判別部からの判別結果に基づく動作の判別を行わない。また、統合論理演算部80は、第1判別部60及び第2判別部70からそれぞれ供給された判別結果のいずれもが異常なセンサの出力信号に基づく判別結果であると検知したとき、両判別結果に基づく動作の判別を行わない。
The integrated
また、統合論理演算部80は、例えば、正中面Oにより分割された使用者の右脚の動作を、第2判別部70の判別結果に第1判別部60の判別結果を加味して判定する。これにより、統合論理演算部80は、第2判別部70の判別結果を検証し、誤判別があるかどうかを確認する。また、これにより、統合論理演算部80は、第2判別部70の判別結果のみでは判別が困難な使用者の動作の判別を行う。
In addition, the integrated
次に、図11を参照して、第1センサ異常検知部2及び第2センサ異常検知部3による異常検知の詳細を説明する。
Next, the details of abnormality detection by the first sensor
図11は、一歩行周期におけるセンサSL1,SL2,SR1,SR2の正常時及び異常時の出力信号IL1,IL2,IR1,IR2の推移を示している。 FIG. 11 shows the transition of the output signals IL1, IL2, IR1, IR2 when the sensors SL1, SL2, SR1, SR2 are normal or abnormal in one walking cycle.
なお、図11(a)は、使用者の大腿部に装着されたセンサSR1の正常時の出力信号IR1と膝部に装着されたセンサSR2の正常時の出力信号IR2との差ISを示している。図11(b)において、実線は、使用者の大腿部に装着されたセンサSR1の正常時の出力信号IR1の推移IS1を示している。破線は、使用者の大腿部に装着されたセンサSR1の異常時の出力信号IR1の推移Ie1を示している。図11(c)において、実線は、使用者の膝部に装着されたセンサSR2の正常時の出力信号IR2の推移IS2を示している。破線は、使用者の膝部に装着されたセンサSR2の異常時の出力信号IR2の推移Ie2を示している。図11(b)及び(c)には、異常検出用の閾値TE1も示されている。 FIG. 11A shows a difference IS between the output signal IR1 of the sensor SR1 mounted on the thigh of the user in the normal state and the output signal IR2 of the sensor SR2 mounted on the knee in the normal state. ing. In FIG. 11B, the solid line indicates the transition IS1 of the output signal IR1 when the sensor SR1 mounted on the thigh of the user is normal. The broken line indicates the transition Ie1 of the output signal IR1 at the time of abnormality of the sensor SR1 mounted on the user's thigh. In FIG. 11C, the solid line indicates the transition IS2 of the output signal IR2 when the sensor SR2 mounted on the knee of the user is normal. The broken line shows the transition Ie2 of the output signal IR2 at the time of abnormality of the sensor SR2 mounted on the knee of the user. FIGS. 11B and 11C also show a threshold TE1 for detecting an abnormality.
図11(b)に推移IS1として示すように、正常なセンサSR1が検出した物理量すなわち出力信号IR1の値は、使用者の身体の動きに応じて変動する。同様に、図11(c)に推移例IS2として示すように、正常なセンサSR2が検出した物理量すなわち出力信号IR2の値は、使用者の身体の動きに応じて変動する。 As shown as transition IS1 in FIG. 11B, the physical quantity detected by the normal sensor SR1, that is, the value of the output signal IR1 fluctuates according to the movement of the user's body. Similarly, as shown as a transition example IS2 in FIG. 11C, the physical quantity detected by the normal sensor SR2, that is, the value of the output signal IR2 fluctuates according to the movement of the user's body.
センサSR1,SR2は衝撃等により破損することがある。この場合、図11(b)に推移Ie1として示すように、異常のあるセンサSR1の出力信号IR1は、身体の動きに関係なく一定の値を示す。また、図11(c)に推移Ie2として示すように、異常のあるセンサSR2の出力信号IR2も、身体の動きに関係なく一定の値を示す。 The sensors SR1 and SR2 may be damaged by an impact or the like. In this case, as shown as transition Ie1 in FIG. 11B, the output signal IR1 of the sensor SR1 having an abnormality shows a constant value regardless of the movement of the body. Further, as shown as transition Ie2 in FIG. 11C, the output signal IR2 of the sensor SR2 having an abnormality also shows a constant value regardless of the movement of the body.
図12は、センサSR1の出力信号IR1の周波数解析の結果の例であり、図11(b)に示した異常検出用の閾値TE1を超えた値を有する出力信号IR1についての所定時間におけるピーク値の間隔時間を示す。センサSR2の周波数解析結果も同様である。図12に示すように、例えばセンサSR1の異常時には、センサSR1の出力信号IR1のピーク値の間隔時間は、異常検出用の閾値TE2以下となる。 FIG. 12 shows an example of the result of frequency analysis of the output signal IR1 of the sensor SR1, and a peak value at a predetermined time for the output signal IR1 having a value exceeding the threshold TE1 for abnormality detection shown in FIG. Indicates the interval time of The same applies to the frequency analysis result of the sensor SR2. As shown in FIG. 12, for example, when the sensor SR1 is abnormal, the interval time of the peak value of the output signal IR1 of the sensor SR1 is equal to or less than the threshold value TE2 for abnormality detection.
第1センサ異常検知部2は、閾値TE1を超えた出力信号IL1,IL2,IR1,IR2の周波数解析結果が閾値TE2以下になると、閾値TE2以下の出力信号を出力したセンサが異常であると検知する。
When the frequency analysis result of the output signals IL1, IL2, IR1, and IR2 exceeding the threshold value TE1 becomes less than or equal to the threshold value TE1, the first sensor
次に、体動判定装置10の動作の詳細を、図13に示すタイムチャートに従って説明する。
Next, details of the operation of the body
図13は、図6に例示した1歩行周期を立脚期前期、立脚期後期、遊脚期前期、及び遊脚期後期の四段階に分割して歩行動作の経過状況を示す。なお、図13(a)は、第1判別部60による使用者の左脚の歩行動作の判別結果を示している。また、図13(b)は、第2判別部70による使用者の右脚の歩行動作の判別結果を示している。さらに、図13(c)は、統合論理演算部80による使用者の歩行動作の判別結果を示している。なお、図13において、「判別番号1」は立脚期前期、「判別番号2」は立脚期後期、「判別番号3」は遊脚期前期、及び「判別番号4」は遊脚期後期をそれぞれ示している。
FIG. 13 shows the progress of the walking motion by dividing the one walking cycle illustrated in FIG. 6 into four stages of the early stance phase, the late stance phase, the early swing phase, and the late swing phase. FIG. 13A shows the determination result of the walking motion of the left leg of the user by the
ここで、図9に示したように1歩行周期の下腿部の動きは、立脚期の動きに比べ遊脚期の方が大きい。このため、遊脚期では、第1検出部SL及び第2検出部SRが取得するセンサ値の変動が大きく他の判別区間よりも高精度に判別可能である。 Here, as shown in FIG. 9, the motion of the lower leg of one walking cycle is larger in the swing phase than in the stance phase. Therefore, in the swing phase, the fluctuation of the sensor values acquired by the first detection unit SL and the second detection unit SR is large, and the determination can be made with higher accuracy than in the other determination sections.
また、図5,図6に示したように、一方の脚の状態が立脚期前期から立脚期後期に遷移するタイミングは、他方の脚が遊脚期前期から遊脚期後期に遷移するタイミングと同じまたは類似する。つまり、一方の脚の状態が立脚期前期から立脚期後期に遷移するとき、他方の脚は遊脚期前期から遊脚期後期に遷移する。 Also, as shown in FIGS. 5 and 6, the timing at which the state of one leg transitions from the early stance phase to the late stance phase is the timing at which the other leg transitions from the early swing phase to the late swing phase. Same or similar. That is, when the state of one leg transitions from the early stance phase to the late stance phase, the other leg transitions from the early swing phase to the late swing phase.
このため、第1判別部60の判別結果は、図13(a)のタイミングT18で、左の脚の状態が立脚期前期から立脚期後期に遷移したことを示す。また、第2判別部70の判別結果は、図13(b)のタイミングT18で、右の脚の状態が遊脚期前期から遊脚期後期に遷移したことを示す。
Therefore, the determination result of the
一方、図13(b)に示すように、タイミングT19では、第1判別部60の判別結果が左脚の立脚期前期の終了を示す以前に(図13(a):T20)、第2判別部70の判別結果が変化する。すなわち、第2判別部70の判別結果は、既に右足の遊脚期後期の開始を示している。そこで、統合論理演算部80は、図13(c)に示すように、タイミングT19にて左脚の立脚期前期が終了したと判定する。つまり、統合論理演算部80は、第1判別部60の判別結果が誤判別であるとして、その判別結果を第2判別部70の判別結果に基づいて訂正する。
On the other hand, as shown in FIG. 13B, at timing T19, the second discrimination is performed before the discrimination result of the
次に、センサSL1,SL2,SR1,SR2の異常が検知されたときに行われる判別処理を図14を参照して説明する。 Next, the determination process performed when an abnormality is detected in the sensors SL1, SL2, SR1, and SR2 will be described with reference to FIG.
図14(a)に示すように、第1センサ異常検知部2もしくは第2センサ異常検知部3が、例えばセンサSL1が異常であることを検知する(タイミングT30)。すると、第1判別部60は、センサSL1に基づく動作判別を停止する。一方、第2判別部70は、図14(b)に示すように、正常な状態にあることが検知されているセンサSR1,SR2に基づく動作判別を継続する。統合論理演算部80は、図14(c)に示すように、第1判別部60の判別結果に代えて第2判別部70の判別結果を用いることにより、使用者の左脚の動作を判別する(タイミングT31)。すなわち、統合論理演算部80は、第2判別部70に基づき使用者の右脚の状態が遊脚期前期から遊脚期後期に遷移したことを検知する。すると、統合論理演算部80は、使用者の左脚の状態が立脚期前期から立脚期後期に遷移したと判定する。これにより、第1判別部60の判別結果が異常な結果を示したとしても、第1判別部60が本来判別すべき左脚の状態が継続して判別される。また、これにより、第1判別部60が用いるセンサSL1,SL2に異常が発生しても、第1判別部60が本来判別すべき左脚の状態が継続して判別される。
As shown in FIG. 14A, the first sensor
また、第1センサ異常検知部2もしくは第2センサ異常検知部3が例えばセンサSR1,SR2が異常であることを検知すると、第2判別部70は、センサSR1,SR2に基づく動作判別を停止する。一方、第1判別部60は、正常な状態にあることが検知されているセンサSL1,SL2に基づく動作判別を継続する。統合論理演算部80は、第2判別部70の判別結果に代えて第1判別部60の判別結果を用いることにより、使用者の右脚の動作を判別する。すなわち、統合論理演算部80は、第1判別部60に基づき使用者の左脚の状態が遊脚期前期から遊脚期後期に遷移したことを検知する。すると統合論理演算部80は、使用者の右脚の状態が立脚期前期から立脚期後期に遷移したと判定する。これにより、第2判別部70の判別結果が異常な結果を示していても、第2判別部70が本来判別すべき右脚の状態が継続して判別される。また、これにより、第2判別部70が用いるセンサSR1,SR2に異常が発生しても、第2判別部70が本来判別すべき右脚の状態が継続して判別される。
In addition, when the first sensor
なお、統合論理演算部80は、例えば、第1判別部60や第2判別部70の判別結果を代替することによる判別を、一定時間に限って行う。このため、センサSL1,SL2等の異常が検知されてから所定時間が経過すると(タイミングT32)、統合論理演算部80は、使用者の動作判別を停止する。そして、例えば、使用者の動作判別が停止された旨が表示部43に表示される。
The integrated
次に、体動判定装置10の作用について説明する。
Next, the operation of the body
センサ異常検知部1は、閾値TE1を超えた出力信号IL1,IL2,IR1,IR2の周波数解析結果が閾値TE2以下になると、閾値TE2以下の出力信号を出力したセンサが異常であることを検知した。そして、センサ異常検知部1は、出力信号IL1,IL2,IR1,IR2が閾値TE1を超えることを条件として、異常の検知を段階的な指標に基づき行う。さらに、センサ異常検知部1は、閾値TE1を超えた出力信号の周波数解析結果が閾値TE2以下となることを2つ目の条件として、異常の検知を段階的な指標に基づき行う。これにより、異常の検知がより精査され、異常検知の精度がさらに向上される。また、これにより、センサ異常検知部1は、出力信号IL1,IL2,IR1,IR2が閾値TE1を超えないときには、センサSL1,SL2,SR1,SR2が正常であることを即時に検知できる。よって、センサ異常検知部1が異常の検知処理を行う時間が短縮され、センサ異常検知部1の駆動時間の短期化に伴う消費電力の低減が図られる。
When the frequency analysis result of the output signals IL1, IL2, IR1, and IR2 exceeding the threshold value TE becomes less than or equal to the threshold value TE1, the sensor
体動判定装置10は、使用者の一方の脚の動作状態を判別する第1判別部60を備える。また、体動判定装置10は、使用者の他方の脚の動作状態を判別する第2判別部70を備える。第1判別部60は、第1検出部SLの検出結果に基づき使用者の一方の脚の状態を判別する。また、第2判別部70は、第2検出部SRの検出結果に基づき使用者の他方の脚の状態を判別する。統合論理演算部80は、第1判別部60の判別結果に第2判別部70を加味して一方の脚の動作状態を判定した。また、統合論理演算部80は、第2判別部70の判別結果に第1判別部60を加味して他方の脚の動作状態を判定した。よって、統合論理演算部80は、第1判別部60もしくは第2判別部70の判別結果を、他方の判別部(70.60)の判別結果に基づき検証、是正することができる。これにより、歩行動作の判定精度がさらに高められる。
The body
統合論理演算部80は、センサSL1,SL2に異常が生じたとき、異常が生じていないセンサSR1,SR2の検出結果に基づき動作判別を行う第2判別部70の判別結果を利用した。そして、統合論理演算部80は、第1判別部60が本来判別すべき左脚の状態を、第2判別部70の判別結果に基づいて判別した。また、統合論理演算部80は、センサSR1,SR2に異常が生じたとき、異常が生じていないセンサSL1,SL2の検出結果に基づき動作判別を行う第1判別部60の判別結果を利用した。そして、統合論理演算部80は、第2判別部70が本来判別すべき右脚の状態を、第1判別部60の判別結果に基づいて判別した。よって、統合論理演算部80は、第1判別部60及び第2判別部70のいずれかが利用するセンサに異常が発生していなければ、一部のセンサが異常でも動作判別を継続して行うことができる。
The integrated
第1判別部60は、一方の脚の状態の立脚期前期から立脚期後期への遷移を判別した。また、第2判別部70は、他方の脚の状態の遊脚期前期から遊脚期後期への遷移を判別した。そして、統合論理演算部80は、一方の脚の状態の立脚期前期から立脚期後期への遷移の判別を、他方の脚の状態の遊脚期前期から遊脚期後期への判別結果を加味して行った。これにより、一方の脚の立脚期前期から立脚期後期への遷移と、他方の脚の状態の遊脚期前期から遊脚期後期への遷移といった関連性の高い動作に基づいて動作状態が判別される。よって、統合論理演算部80は、第1判別部60及び第2判別部70の双方の判別結果に基づく使用者の動作判別を高精度に行うことが可能となる。
The
第2の実施形態は、前記(1)~(7)の効果に加え、さらに以下の効果を奏する。 The second embodiment has the following effect in addition to the effects (1) to (7).
(8)センサ異常検知部1は、出力信号IL1,IL2,IR1,IR2が閾値TE1を超えることを条件として異常の検知を行った。また、センサ異常検知部1は、閾値TE1を超えた出力信号の周波数解析結果が閾値TE2以下となることを2つ目の条件として異常の検知を行った。つまり、センサ異常検知部1は、異常の検知を、2つの条件に基づいて段階的に行った。これにより、異常の検知がより精査され、異常検知の精度がさらに向上される。また、これにより、センサ異常検知部1が異常の検知処理を行う時間が短縮され、センサ異常検知部1の駆動時間の短期化に伴う消費電力の低減が図られる。
(8) The sensor
(9)体動判定装置10は、正中面Oにより分割された左右の脚の動作状態を判別する第1判別部60及び第2判別部70を判別部として備える。また、体動判定装置10は、第1判別部60及び第2判別部70の各判別結果に基づき左右の脚の動作状態を判別する処理を行う統合論理演算部80を備える。これにより、一方の脚の状態の検出結果では判別することが困難な動作であっても、適正に判別することが可能となる。
(9) The body
(第3の実施形態)
図15~図19を参照して、本発明の第3の実施形態にかかる体動判定装置及び電気刺激装置について第1の実施形態との相違点を中心に説明する。
Third Embodiment
A body movement determining apparatus and an electrical stimulation apparatus according to a third embodiment of the present invention will be described with reference to FIGS. 15 to 19, focusing on differences from the first embodiment.
図15~図19において、第1の実施形態と実質的に同一の要素には同一の符号を付し、重複する説明を割愛する。 In FIG. 15 to FIG. 19, the elements substantially the same as those of the first embodiment are given the same reference numerals, and the redundant description will be omitted.
図15(a)に示すように、第3の実施形態の体動判定装置10は、センサSO1を備える第3検出部SOをさらに含む。第3検出部SOは、使用者の基準面O上の例えば腰部に装着される。第3の実施形態では、使用者が立位もしくは座位し、かつ基準面Oに対して対称に静止した状態が基本姿勢とされる。第1検出部SL、第2検出部SR、及び第3検出部SOは、例えば加速度センサによって構成される。第3の実施形態の第1検出部SL、第2検出部SR、及び第3検出部SOは、使用者の状態が図15(a)に例示する基本姿勢にあるときに、使用者の各部位の状態を検出する。第3検出部SOは、図15(b)に例示するように、使用者の腰部に装着される操作部44に内蔵されている。操作部44には、体動判定装置10の動作モードが使用者により切り換え可能な選択ボタン43a,43bが設けられている。体動判定装置10は、使用者の動作判定モードと異常検知モードとを有している。体動判定装置10は、選択ボタン43a,43bが使用者に操作されることにより、動作判定モードと異常検知モードとを切り換える。
As shown to Fig.15 (a), the body
図16に、第3の実施形態の体動判定装置10の構成を示すように、体動判定装置10は、検出部として、第1検出部SL、第2検出部SR、及び第3検出部SOを備える。第1検出部SL、第2検出部SR、及び第3検出部SOの出力信号IL1,IL2,IR1,IR2、IO1は、制御部41の演算処理部46に供給される。そして、使用者が基本姿勢にあるときには、センサSL1,SL2,SR1,SR2の出力信号IL1,IL2,IR1,IR2がいずれも、図17(a)に示すように一定の値を示す。
As the structure of the body
演算処理部46は、出力信号IL1,IL2,IR1,IR2、IO1を処理し、処理した出力信号IL1,IL2,IR1,IR2、IO1をセンサ異常検知部1に出力する。
The
センサ異常検知部1は、基本姿勢にある使用者が操作部44を操作することにより異常検知モードが選択されると、センサSL1,SL2,SR1,SR2の異常の検知を行う。センサ異常検知部1は、異常の検知に際し、基準面Oに対して一側に装着されたセンサSL1の出力信号IL1と他側に装着されたセンサSR1の出力信号IR1との差を算出する。また、センサ異常検知部1は、基準面Oに対して一側に装着されたセンサSL2の出力信号IL2と他側に装着されたセンサSR2の出力信号IR2との差を算出する。これにより、図17(b)に示すように、約「0」に近似する値が、対となる各センサSL1,SR1の出力信号IL1と出力信号IR1が示す加速度の差として算出される。同様に、約「0」に近似する値が、対となる各センサSL2,SR2の出力信号IL2と出力信号IR2が示す加速度の差として算出される。
When the user in the basic posture operates the
なお、対となるセンサSL1,SR1(SL2,SR2)のうち一方が、正規の設置向きとは反対の向きに取り付けられることが想定される。このとき、出力信号IL1,IR1の一方の検出結果の符合が反転するために、出力信号IL1と出力信号IR1との差は、出力信号IL1,IR1が示す加速度の約2倍の値となる。よって、センサ異常検知部1は、センサSL1,SR1のうち一方が、正規の設置向きとは反対の向きに取り付けられていると判定する。
It is assumed that one of the pair of sensors SL1 and SR1 (SL2 and SR2) is attached in the opposite direction to the normal installation direction. At this time, since the sign of the detection result of one of the output signals IL1 and IR1 is inverted, the difference between the output signal IL1 and the output signal IR1 is approximately twice the acceleration indicated by the output signals IL1 and IR1. Therefore, the sensor
また、対となる各センサSL1,SR1(SL2,SR2)のいずれもが、正規の設置向きとは反対の向きに取り付けられること想定される。このときにも、図17(b)に示すように、約「0」に近似する値が、対となる各センサSL1,SR1の出力信号IL1と出力信号IR1が示す加速度の差として算出される。また、対となる各センサSL1,SR1(SL2,SR2)のいずれもが異常状態になったときにも、出力信号IL1と出力信号IR1が示す加速度の差として約「0」に近似する値が算出されることが想定される。そこで、第3の実施形態のセンサ異常検知部1は、こうした異常を検知すべく、第1検出部SL及び第2検出部SRに加え、第3検出部SO(センサSO1)の検出結果を用いて異常検知を行う。
In addition, it is assumed that each of the paired sensors SL1 and SR1 (SL2 and SR2) is attached in the opposite direction to the normal installation direction. Also at this time, as shown in FIG. 17B, a value approximating about “0” is calculated as the difference between the accelerations indicated by the output signal IL1 and the output signal IR1 of each pair of sensors SL1 and SR1 as a pair. . Also, even when each of the paired sensors SL1 and SR1 (SL2 and SR2) is in an abnormal state, a value approximating about “0” is obtained as a difference between the accelerations indicated by the output signal IL1 and the output signal IR1. It is assumed to be calculated. Therefore, in order to detect such an abnormality, the sensor
センサ異常検知部1は、上記差が約「0」であるとき、使用者の基本姿勢時のセンサSO1の検出結果が、各センサSL1,SL2,SR1,SR2の検出結果と同じまたは類似するかを判定する。そして、センサ異常検知部1は、センサSL1,SL2,SR1,SR2のうち、センサSO1の検出結果から所定値以上乖離した検出結果を示すセンサが異常状態にあると検知する。
When the difference is approximately “0”, the sensor
次に、第3の実施形態の体動判定装置10の動作を、図18に示すフローチャートに従って説明する。
Next, the operation of the body
図18に示すように、センサ異常検知部1は、基本姿勢時におけるセンサSL1,SL2,SR1,SR2の検出結果である出力信号IL1,IL2,IR1,IR2を取得する(ステップ10)。
As shown in FIG. 18, the sensor
次いで、センサ異常検知部1は、図11に例示したように、一歩行周期における検出結果が、正常範囲αSの範囲内に含まれているか否かを判定する(ステップ11)。センサ異常検知部1は、検出結果が正常範囲αSの範囲内に含まれていないとき(ステップ11:NO)、検出結果の正号と負号とを入れ替える(ステップ12)。そして、センサ異常検知部1は、符合を入れ替えた検出結果が、正常範囲αSの範囲内に含まれているか否かを判定する(ステップ13)。
Next, as illustrated in FIG. 11, the sensor
符合を入れ替えた検出結果が正常範囲αSの範囲内に含まれていないとき(ステップ13:NO)、センサ異常検知部1は、当該検出結果を出力したセンサが異常であると判定する。また、センサ異常検知部1は、このセンサの異常要因が不明であると判定する(ステップ14)。
When the detection result in which the sign is replaced is not included in the range of the normal range αS (step 13: NO), the sensor
一方、符合を入れ替えた検出結果が正常範囲αSの範囲内に含まれていることもある(ステップ13:YES)。この場合には、この検出結果が、正常範囲αSを超えるピーク(変曲点)の時間間隔、つまり周波数解析が図12に例示した閾値TE2以上であるかが判定される(ステップ15)。センサ異常検知部1は、符合を入れ替えた検出結果のピーク時間間隔が閾値TE2未満であるとき(ステップ15:NO)、当該検出結果を出力したセンサが異常であると判定する。また、センサ異常検知部1は、このセンサの設置向きが、図19(a)に例示するように、正規の設置向きである可能性が高いと判定する(ステップ16)。逆に、符合を入れ替えた検出結果のピーク時間間隔が閾値TE2以上となることもある(ステップ15:YES)。この場合、センサ異常検知部1は、当該検出結果を出力したセンサが異常であると判定する。そして、センサ異常検知部1は、このセンサの設置向きが、図19(b)に例示するように、正規の設置向きとは反対の向きである可能性が高いと判定する(ステップ17)。
On the other hand, the detection result obtained by replacing the code may be included in the range of the normal range αS (step 13: YES). In this case, it is determined whether the detection result is a time interval of a peak (inflection point) exceeding the normal range αS, that is, whether the frequency analysis is equal to or more than the threshold TE2 illustrated in FIG. 12 (step 15). The sensor
また、センサ異常検知部1は、ステップ11にて検出結果が正常範囲αSの範囲内に含まれていると判定する。すると、センサ異常検知部1は、正常範囲αSを超えているピークの時間間隔が閾値TE2以上であるかを判定する(ステップ18)。センサ異常検知部1は、検出結果のピーク時間間隔が閾値TE2未満であるとき(ステップ18:NO)、当該検出結果を出力したセンサが異常であると判定する。また、センサ異常検知部1は、このセンサの異常要因が不明であると判定する(ステップ19)。逆に、符合を入れ替えた検出結果のピークの時間間隔が閾値TE2以上となることもある(ステップ18:YES)。すると、センサ異常検知部1は、当該検出結果を出力したセンサが正常であると判定する(ステップ20)。
Further, the sensor
次に、体動判定装置10の作用について説明する。
Next, the operation of the body
センサ異常検知部1は、使用者が基本姿勢にあるときのセンサSL1,SL2,SR1,SR2の検出結果に基づき異常の検知を行った。このため、使用者が基本姿勢にあるとき、基準面Oに対称な使用者の各膝や各大腿の状態は同じまたは類似し、その動作に対応する物理量も同じまたは類似する。よって、センサSL1,SL2,SR1,SR2が正常なときは、基準面Oに対称な位置に装着された各センサSL1,SR1,及び各センサSL2,SR2の差は約「0」となる。一方、センサSL1,SL2,SR1,SR2が異常なときには、各センサSL1,SR1,及び各センサSL2,SR2の差は所定値よりも大きくなる。よって、センサ異常検知部1は、各センサSL1,SR1,及び各センサSL2,SR2の差に基づき、異常の検知を容易に行うことができる。
The sensor
体動判定装置10は、センサSO1を備える第3検出部SOをさらに備えた。そして、センサ異常検知部1は、第1検出部SL、第2検出部SR、及び第3検出部SOの検出結果に基づきセンサSL1,SL2,SR1,SR2の異常を検知した。このため、センサ異常検知部1は、対となる各センサSL1,SR1(SL2,SR2)同士に異常が発生しても、センサSL1,SL2,SR1,SR2の異常を検知することができる。
The body
センサSO1を備える第3検出部SOが、使用者の基準面O上に装着された。このため、使用者の特定の動作を行っても、第3検出部SOに付与される振動が低減される。これにより、第3検出部SOの離脱や衝撃に伴う故障等が抑制される。 The third detection unit SO provided with the sensor SO1 was mounted on the reference plane O of the user. For this reason, even if the user performs a specific operation, the vibration applied to the third detection unit SO is reduced. As a result, failure or the like associated with detachment of the third detection unit SO or impact is suppressed.
第3の実施形態は、前記(1)~(7)の効果に加え、さらに以下の効果を奏する。 The third embodiment has the following effect in addition to the effects (1) to (7).
(10)体動判定装置10は、使用者が基本姿勢にあるときのセンサSL1,SL2,SR1,SR2の検出結果に基づき異常の検知を行った。これにより、センサ異常検知部1は、各センサSL1,SR1,及び各センサSL2,SR2の差に基づき、異常の検知を容易に行うことができる。
(10) The body
(11)体動判定装置10は、センサSO1を備える第3検出部SOをさらに備えた。これにより、センサ異常検知部1は、センサSL1,SL2,SR1,SR2の検出結果のみでは検知が困難な異常の発生も検知可能となる。
(11) The body
(第4の実施形態)
図20~図23を参照して、本発明の第4の実施形態にかかる体動判定装置及び電気刺激装置について第1の実施形態との相違点を中心に説明する。
Fourth Embodiment
A body movement determination apparatus and an electrical stimulation apparatus according to a fourth embodiment of the present invention will be described with reference to FIGS. 20 to 23, focusing on differences from the first embodiment.
図20~図23において、第1の実施形態と実質的に同一の要素には同一の符号を付し、重複する説明を割愛する。 In FIG. 20 to FIG. 23, the elements substantially the same as those of the first embodiment are denoted by the same reference numerals, and redundant description will be omitted.
図20に示すように、第4の実施形態では、使用者の身体に電気刺激を付与するための電極部34,35が、大腿正面パッド24及び下腿正面パッド27に設けられている。電極部34は、一対の陽極34a及び陰極34bを含む。また、電極部35は、一対の陽極35a及び陰極35bを含む。陽極34a,35a及び陰極34b,35bは、その一部が大腿正面パッド24及び下腿正面パッド27の背面24b,27bから露出しており、皮膚と直接接触して電気刺激を付与するように構成されている。センサSL1,SL2,SR1,SR2及び電極部34,35は、接続ケーブル13を介して本体部12と電気的に接続されている。
As shown in FIG. 20, in the fourth embodiment,
図21に示すように、第4の実施形態の体動判定装置10は、使用者に電気刺激を付与する電気刺激部42を含む。また、制御部41は、電気刺激部42を制御する電気制御部48をさらに含む。
As shown in FIG. 21, the body
電気制御部48は、判別部47からの出力信号、即ち判別区間H1a~H1cに基づいて電気刺激部42を制御する。電気刺激部42は、上記した電極部34,35と、電極部34,35と電気的に接続されたパルス発生部51とを含む。
The
電気刺激部42は、電気制御部48から供給される制御信号に基づいてパルス発生部51を駆動する。これにより、電気刺激部42は、所定のパルス信号を、各電極部34,35の陽極34a,35a及び陰極34b,35b間に発生させる。各電極部34,35は、パルス信号の発生により、使用者に対して電気刺激を付与する。
The
表示部43には、例えば、使用者の動作状態の判別結果の他、各判別区間H1a~H1cにおける電気刺激があるかどうかなどの設定が表示される。また、この設定は、操作部44を用いて使用者が変更可能となっている。電源部45は、センサSL1,SL2,SR1,SR2、電気刺激部42、制御部41及び操作部44に対して駆動電流を供給する。そして、判別部47は、判別区間H1a~H1cが切り替わった旨の信号を電気制御部48に出力する。
For example, in addition to the determination result of the operation state of the user, the
次に、第4の実施形態の体動判定装置10の動作を、図22に示すフローチャートに従って説明する。
Next, the operation of the body
図22に示すように、まず、図7に示したステップ61~66に相当するステップ71~76の処理が実行される。これにより、判別部47は、論理演算部50の出力結果から判別区間H1a~H1cを検出する。そして、判別部47は、各判別区間H1a~H1cが切り替わった旨の信号を電気制御部48に出力する。
As shown in FIG. 22, first, the processing of
次いで、電気制御部48は、供給された判別区間H1a~H1cに基づいて、電気刺激部42のパルス発生部51を制御する(ステップ77)。図23に示すように、電気制御部48は、立脚期に対応する判別区間H1aにおいて、電極部34から電気刺激A及びBが付与されるように制御する。また、電気制御部48は、遊脚期前期に対応する判別区間H1bにおいては、パルス発生部51の駆動(電気刺激)を停止させる制御を行う。なお、電気制御部48は、各電極部34,35に発生させるパルス信号の電流の大きさ・周波数などの制御を所定のプログラム等に基づいて行う。
Next, the
次に、体動判定装置10の作用について説明する。
Next, the operation of the body
体動判定装置10は、判別区間H1a~H1cに基づいて、電気制御部48が電気刺激部42を制御して使用者の身体に電気刺激を付与する。これにより、例えば1歩行周期において、筋肉が集中的に活動する区間を含む範囲で電気刺激を付与することで、筋肉を収縮させ下腿部の負担を効果的に軽減することが可能となる。つまり、立脚期及び遊脚期のみを用いて電気刺激を付与する場合に比べて、歩行状態に応じたより細かい区間で電気刺激を付与することができる。また、複数の判別区間H1a~H1cを設定することで、電気刺激を付与する区間だけでなく、所定区間だけ電気刺激を停止することができる。これにより、歩行動作を妨げることなく電気刺激を付与することができ、電気刺激を効率良く付与することができる。さらに、判別区間H1a~H1cにおいては、電極部34,35の両方から電気刺激が付与される。つまり、電気刺激を付与する区間を、複数の判別区間H2a~H2dを組み合わせて行うことができる。これにより、電気刺激の付与(フィードバック)を多様な区間(歩行状態)に応じて行うことができる。
In the body
第4の実施形態は、前記(1)~(7)の効果に加え、さらに以下の効果を奏する。 The fourth embodiment has the following effect in addition to the effects (1) to (7).
(12)体動判定装置10は、電気刺激部42を備えており、電気制御部48が分割された各判別区間H1a~H1cに基づいて使用者の身体に電気刺激を付与する。これにより、歩行状態に応じた細かい区間で電気刺激を付与することができる。また、電気刺激部42は、判別部47による高精度な判別結果に応じて、必要なタイミングで電気刺激の付与を行うことができる。これにより、電気刺激が人体に長時間継続して付与されることによる使用者の疲労が軽減される。
(12) The body
(13)体動判定装置10は、操作部44を備えており、電気刺激を付与する判別区間H1a~H1cを使用者が変更可能となっている。これにより、使用者の好みや目的等に応じて電気刺激の付与を行うことができる。
(13) The body
上記実施形態は、以下のように変更することもできる。 The above embodiment can be modified as follows.
・上記各実施形態では、センサSL1,SL2,SR1,SR2と本体部12とが、接続ケーブル13によって有線接続された。そして、センサSL1,SL2,SR1,SR2の検出結果を示す信号が、接続ケーブル13を介して本体部12に伝達された。これ以外に例えば、センサSL1,SL2,SR1,SR2及び本体部12に無線通信可能な通信部が設けられる構成であってもよい。
In the above embodiments, the sensors SL1, SL2, SR1, and SR2 and the
・上記各実施形態では、センサSL1,SL2,SR1,SR2が、使用者の膝関節に装着された。これ以外に例えば、センサSL1,SL2,SR1,SR2が、使用者の例えば股関節回り、腰、肘、腕、足首などの他の部位に装着されてもよい。この場合には、センサSL1,SL2,SR1,SR2が、基準面Oを間に挟んだ対称な部位に装着される。なお、センサSL1,SL2,SR1,SR2は、使用者の身体の関節を間に挟む位置に設けられることが好ましい。 In the above embodiments, the sensors SL1, SL2, SR1, and SR2 are attached to the user's knee joint. In addition to this, for example, the sensors SL1, SL2, SR1, and SR2 may be attached to other parts such as a hip joint, a hip, an elbow, an arm, and an ankle of the user. In this case, the sensors SL1, SL2, SR1, and SR2 are mounted at symmetrical portions with the reference plane O interposed therebetween. Preferably, the sensors SL1, SL2, SR1, and SR2 are provided at positions sandwiching the joints of the user's body.
・上記各実施形態では、装着部11と操作部44とが別体として構成された。これ以外に例えば、操作部44が装着部11に内蔵される構成であってもよい。
-In each said embodiment, the mounting
・上記第3の実施形態において、第1検出部SL及び第2検出部SRのいずれか一方を構成するセンサが異常と検知された。この場合、異常が検知されていない側の検出結果に基づき動作判別が行われた。この異常が検知されていない側の検出結果に基づく動作判別に、制限時間が設定され、制限時間の範囲内で動作判別が行われてもよい。これによれば、制限時間経過後は、第1検出部SL及び第2検出部SRの双方の検出結果に基づく動作判別が再開される。もしくは、制限時間経過後、センサSL1,SL2,SR1,SR2のすべてが正常であることが検知されるまでの間、動作判別が停止される。
・上記第3の実施形態では、異常検知モードが実行されるときの基本姿勢として、立位及び座位が規定された。そして、立位及び座位のいずれかの基本姿勢のときのセンサSL1,SL2,SR1,SR2の異常の検知が行われた。これ以外に、立位及び座位の各基本姿勢において検出されたセンサSL1,SL2,SR1,SR2の検出結果に基づき異常の検知が行われてもよい。これによれば、一つの基本姿勢では異常の検知精度がさらに高められる。また、これによれば、一つの基本姿勢では特定困難な異常の検知も、検知され易くなる。
In the third embodiment, the sensor that constitutes one of the first detection unit SL and the second detection unit SR is detected as abnormal. In this case, the operation determination is performed based on the detection result on the side where no abnormality is detected. A time limit may be set in the operation determination based on the detection result on the side where the abnormality is not detected, and the operation determination may be performed within the time limit. According to this, after the time limit elapses, the operation determination based on the detection results of both the first detection unit SL and the second detection unit SR is resumed. Alternatively, after the time limit has elapsed, the operation determination is stopped until it is detected that all of the sensors SL1, SL2, SR1, and SR2 are normal.
In the third embodiment, the standing posture and the sitting posture are defined as the basic posture when the abnormality detection mode is executed. Then, detection of abnormality of the sensors SL1, SL2, SR1, and SR2 was performed when the user was in either the standing position or the sitting position. Other than this, abnormality detection may be performed based on the detection results of the sensors SL1, SL2, SR1, and SR2 detected in each of the basic postures of standing and sitting. According to this, in one basic posture, the detection accuracy of the abnormality can be further enhanced. Further, according to this, detection of an abnormality that is difficult to identify in one basic posture is also easily detected.
・上記第3の実施形態では、基本姿勢として立位及び座位が規定された。これ以外に、基本姿勢とは、基準面Oに対して対になる各センサSL1,SR1,各センサSL2,SR2の位置が互いに同じ角度になる姿勢であればよい。また、基本姿勢とは、センサSL1,SL2,SR1,SR2に対する重力や負荷等の外乱の影響,状況が等しいことが望ましい。 In the third embodiment, the standing posture and the sitting posture are defined as the basic posture. Other than this, the basic posture may be a posture in which the positions of the sensors SL1 and SR1 and the sensors SL2 and SR2 which make a pair with the reference plane O are the same angle. Further, it is desirable that the basic posture is equal to the influence of disturbance such as gravity and load on the sensors SL1, SL2, SR1, and SR2, and the situation is equal.
・上記第3の実施形態では、センサSL1,SL2,SR1,SR2,SO1として加速度センサが採用された。これ以外に、センサSL1,SL2,SR1,SR2,SO1としては、ロータリーエンコーダ、ポテンショメータ、ゴニオメータ、角速度センサ、ジャイロセンサであってもよい。 In the third embodiment, an acceleration sensor is employed as the sensors SL1, SL2, SR1, SR2, and SO1. Besides, as the sensors SL1, SL2, SR1, SR2 and SO1, a rotary encoder, a potentiometer, a goniometer, an angular velocity sensor, a gyro sensor may be used.
・上記第3の実施形態では、第3検出部SOが、使用者の腰部に装着される操作部44に内蔵された。これに限らず、第3検出部SOと操作部44とが別体として構成されてもよい。
In the third embodiment, the third detection unit SO is incorporated in the
・上記第3の実施形態では、対となる各センサSL1,SR1,及び各センサSL2,SR2の検出結果の差に基づいて異常の検知が行われた。さらに、第1、第2、第4の実施形態と同様に、上限閾値ERuや下限閾値ERdとセンサSL1,SL2,SR1,SR2の検出結果とに基づいて、異常の検知が行われてもよい。これによれば、異常の検知が多観点から行われ、異常の検知精度がさらに高められる。 In the third embodiment, the detection of abnormality is performed based on the difference between the detection results of each of the sensors SL1 and SR1 and the sensors SL2 and SR2 which are a pair. Furthermore, as in the first, second, and fourth embodiments, detection of abnormality may be performed based on the upper limit threshold value ERu or the lower limit threshold value ERd and the detection results of the sensors SL1, SL2, SR1, and SR2. . According to this, the detection of the abnormality is performed from multiple viewpoints, and the detection accuracy of the abnormality is further enhanced.
・上記第3の実施形態では、体動判定装置10が第3検出部SOを備え、センサ異常検知部1が第3検出部SOの検出結果に基づいて異常の検知を行った。これ以外に、体動判定装置10が第3検出部SOを備えない構成とされてもよい。これによれば、センサ異常検知部1は、対となる各センサSL1,SR1,及び各センサSL2,SR2の検出結果に基づいて異常の検知を行う。
In the third embodiment, the body
・上記第1、第3、第4の実施形態では、制御部41が一つのセンサ異常検知部1を備えた。さらに、図10に例示した上記第2の実施形態と同様に、第1センサ異常検知部と第2センサ異常検知部とを含むことができる。これによれば、例えば、第1センサ異常検知部が、図7のステップ62、図22のステップ72の異常検知を、センサSL1,SL2,SR1,SR2の検出結果に基づいて行う。また、これによれば、例えば、第2センサ異常検知部が、図7のステップ65、図22のステップ75の論理演算終了後、判別部47の判別結果に基づいて異常検知を行う。
In the first, third, and fourth embodiments, the
・上記各実施形態では、図4に例示されたように、上限閾値ERuと下限閾値ERdとの各絶対値として同じ値が設定された。これ以外に、図24に例示するように、絶対値の異なる上限閾値ERuaと下限閾値ERdbとが設定されてもよい。また、図25に例示するように、パラメータ毎に異なる上限閾値ERu1~ERu4,下限閾値ERd1~ERd4が設定されてもよい。 In the above embodiments, as illustrated in FIG. 4, the same value is set as each absolute value of the upper threshold ERu and the lower threshold ERd. Besides, as illustrated in FIG. 24, upper limit threshold ERua and lower limit threshold ERdb having different absolute values may be set. Further, as illustrated in FIG. 25, upper limit thresholds ERu1 to ERu4 and lower limit thresholds ERd1 to ERd4 which are different for each parameter may be set.
・上記第2の実施形態では、他方の脚の状態が遊脚期前期から遊脚期後期に遷移したと判別されたとき、一方の脚の状態の立脚期前期が終了した旨判別された。これ以外に、統合論理演算部80は、基準面Oを間に挟んだ対称な部位の動作に相関関係が存在する動作であれよい。相関関係が存在する動作であれば、統合論理演算部80は、第1判別部60及び第2判別部70の判別結果を組み合わせて使用者の動作判別を行うことができる。
In the second embodiment, when it is determined that the state of the other leg has transitioned from the early swing phase to the late swing phase, it is determined that the first standing phase of the one leg state has ended. Other than this, the integrated
・上記第2の実施形態では、一方の脚の動作判別が、第1判別部60及び第2判別部70の判別結果に基づき行われた。同様に、他方の脚の動作判別も、第1判別部60及び第2判別部70の判別結果に基づき行われた。これ以外に例えば、一方の脚の動作判別が、第1判別部60及び第2判別部70の判別結果に基づき行われてもよい。そして、他方の脚の動作判別は、第1判別部60及び第2判別部70のいずれかの判別結果のみに基づき行われてもよい。
In the second embodiment, the operation determination of one leg is performed based on the determination result of the
・上記第2の実施形態では、第1検出部SL及び第2検出部SRを構成するセンサとして、同種類のセンサSL1,SL2,SR1,SR2が用いられた。これ限らず、第1検出部SL及び第2検出部SRはそれぞれ異なる種類のセンサによって構成されてもよい。これによれば、第1判別部60及び第2判別部70は、異なるセンサの検出値を用いて使用者の動作判別を行うことができる。
In the second embodiment, the sensors SL1, SL2, SR1, and SR2 of the same type are used as the sensors that constitute the first detection unit SL and the second detection unit SR. Not limited to this, the first detection unit SL and the second detection unit SR may be configured by different types of sensors. According to this, the
・上記第4の実施形態において、電気制御部48は、電極部34,35に発生させる電流の発生態様を適宜変更してもよい。例えば、電流値を時間の経過とともに徐々に高くする構成としてもよい。また、例えば、電気制御部48が、別途設けられる遅延回路等に基づく処理を実行してもよい。そして、電気制御部48は、この処理により、電流の発生タイミングを判別区間H1a~H1cの境界から所定時間遅らせることとしてもよい。また、例えば、電気制御部48は、電流の周期(パルス波形の周期)を適宜変更してもよい。また、例えば、電気制御部48は、電流値を、電気刺激を開始してから徐々に高くしてもよい。同様に、電気制御部48は、電気刺激の終了時期に近づくにつれて徐々に低くしてもよい。さらに、電気制御部48は、こうした電流の発生態様を適宜組み合わせてもよい。
In the fourth embodiment, the
・上記各実施形態では、第1検出部SL及び第2検出部SRにより上記検出部が構成された。さらに、体動判定装置10が、第1検出部SL及び第2検出部SRの他、人体に装着される少なくとも1つのセンサを備える補助検出部を備える構成とされてもよい。これによれば、第1検出部SL及び第2検出部SRが共に誤検出を行ったとしても、補助検出部が第1検出部SL及び第2検出部SRに代替して人体の動作を検出する。これにより、人体の動作検出がより高い信頼性のもとに行われる。
In each of the embodiments, the first detection unit SL and the second detection unit SR constitute the detection unit. Furthermore, the body
・上記第2の実施形態では、第1判別部60及び第2判別部70の2つの判別部が設けられた。さらに、第1判別部60及び第2判別部70の他、1以上の判別部が設けられる構成とされてもよい。これによれば、統合論理演算部80は、3つ以上の判別部の判別結果に基づき、使用者の動作状態を判別する。
In the second embodiment, two determination units, the
・上記第4の実施形態では、体動判定装置10は、判別部47、電気刺激部42、及び電気制御部48を含む。これ以外に、上記第2の実施形態において、体動判定装置10は、電気刺激部42及び電気制御部48をさらに含むことができる。これによれば、電気制御部48は、第1判別部60及び第2判別部70の双方の判別結果に基づき判別された使用者の動作状態に応じて電気刺激を制御することができる。これにより、電気刺激の付与がより適正なタイミングで行われる。さらに、上記第3の実施形態において、体動判定装置10は、電気刺激部42及び電気制御部48をさらに含むことができる。これによれば、電気制御部48は、第3検出部SOにより実現されるより高精度な異常検知結果に基づき、電気刺激を制御することができる。また、これによれば、パルス発生部51が発生させるパルス信号に起因するセンサSL1,SL2,SR1,SR2の異常を、第3検出部SOの検出結果に基づき検知することができる。
In the fourth embodiment, the body
・上記第1の実施形態では、上限閾値ERu及び下限閾値ERdに基づいて、異常の発生が検知された。これ以外に、センサSL1,SL2,SR1,SR2の検出結果が正常範囲αSを超える時間が所定時間以上であることに基づいて、異常の発生が検知されてもよい。 In the first embodiment, the occurrence of an abnormality is detected based on the upper threshold ERu and the lower threshold ERd. In addition to this, the occurrence of an abnormality may be detected based on the fact that the time in which the detection result of the sensors SL1, SL2, SR1, SR2 exceeds the normal range αS is equal to or longer than a predetermined time.
・異常検知に用いられる閾値として、センサSL1,SL2,SR1,SR2の正常時の検出値の平均値、標準偏差よりも例えば+3σよりも所定値以上大きいが設定された。また、下限閾値ERdには、センサSL1,SL2,SR1,SR2の正常時の検出値の平均値、標準偏差よりも例えば-3σよりも所定値以上小さい値が設定された。これ以外に、異常検知に用いられる閾値が、複数のパラメータが四則演算された後の新しいパラメータに基づいて設定されてもよい。また、異常検知に用いられる閾値は、上限閾値ERuもしくは下限閾値ERdの一方のみでもよい。さらに、異常検知に用いられる閾値は、3つ以上であってもよい。 The average value of the detection values at normal times of the sensors SL1, SL2, SR1, and SR2 is set as the threshold value used for abnormality detection, which is larger by, for example, + 3σ or more than the standard deviation. Further, as the lower limit threshold value ERd, an average value of detection values at normal times of the sensors SL1, SL2, SR1, SR2 and a value smaller than the standard deviation by, for example, -3σ by a predetermined value or more are set. Other than this, the threshold used for abnormality detection may be set based on a new parameter after a plurality of parameters have been calculated. Also, the threshold used for abnormality detection may be only one of the upper threshold ERu or the lower threshold ERd. Furthermore, the threshold used for abnormality detection may be three or more.
・例えば、センサSL1,SL2,SR1,SR2が加速度センサであるときは、加速度センサの装着位置が約90度ずれたとする。すると、加速度センサの検出結果は、重力の影響によって約1Gずれる。そこで、加速度センサの装着位置の異常を検知すべく、上記閾値として1G以内の値が設定されてもよい。これによれば、加速度センサの設置角度の異常が検知される。 For example, when the sensors SL1, SL2, SR1, and SR2 are acceleration sensors, it is assumed that the mounting position of the acceleration sensor is shifted by about 90 degrees. Then, the detection result of the acceleration sensor shifts about 1 G due to the influence of gravity. Therefore, in order to detect an abnormality in the mounting position of the acceleration sensor, a value within 1 G may be set as the threshold value. According to this, the abnormality of the installation angle of the acceleration sensor is detected.
・異常検知モードが設定されたとき、設定後から所定時間経過後までに取得されるセンサSL1,SL2,SR1,SR2の検出結果の平均値が算出されてもよい。これによれば、算出された平均値と閾値ERu,ERd等との比較に基づき、異常の検知が行われる。 When the abnormality detection mode is set, an average value of detection results of the sensors SL1, SL2, SR1, and SR2 obtained after the setting and after a predetermined time may be calculated. According to this, abnormality detection is performed based on comparison of the calculated average value with the threshold values ERu, ERd and the like.
・上記各実施形態では、センサSL1,SL2のうち一方の異常が検知されたとき、センサSL1,SL2の検出結果に基づく左脚の動作判別が停止された。また、センサSR1,SR2のうち一方の異常が検知されたとき、センサSR1,SR2の検出結果に基づく右脚の動作判別が停止された。これに以外に、例えば、センサSL1の異常が検知されたとき、正常なSL2の検出結果のみに基づく左脚の動作判別が継続されてもよい。同様に、例えば、センサSR1の異常が検知されたとき、正常なSR2の検出結果のみに基づく右脚の動作判別が継続されてもよい。 In the above embodiments, when an abnormality is detected in one of the sensors SL1 and SL2, the operation determination of the left leg based on the detection result of the sensors SL1 and SL2 is stopped. In addition, when one of the sensors SR1 and SR2 is detected as abnormal, the operation determination of the right leg based on the detection result of the sensors SR1 and SR2 is stopped. Besides this, for example, when an abnormality of the sensor SL1 is detected, the operation determination of the left leg may be continued based only on the detection result of the normal SL2. Similarly, for example, when the abnormality of the sensor SR1 is detected, the operation determination of the right leg based on only the detection result of the normal SR2 may be continued.
・上記各実施形態では、図8に例示されたように、異常の検知が行われたとき、異常の発生を示す情報の表示や、異常の発生したセンサに対応するLEDの点灯表示が行われた。これ以外に、センサSL1,SL2,SR1,SR2が正常であることが検知されているとき、正常なセンサSL1,SL2,SR1,SR2に対応するLEDが常時点灯してもよい。そして、或るセンサの異常が検知されたとき、そのセンサに対応するLEDが点滅してもよい。また、センサSL1,SL2,SR1,SR2に対応するLEDが常時点滅してもよい。そして、或るセンサの異常が検知されたとき、そのセンサに対応するLEDの点滅間隔が変更されてもよい。さらに、異常の検知が行われたときには、警告音が発生されてもよい。 In each of the above embodiments, as illustrated in FIG. 8, when detection of an abnormality is performed, display of information indicating the occurrence of the abnormality and lighting display of the LED corresponding to the sensor in which the abnormality has occurred are performed. The Besides this, when it is detected that the sensors SL1, SL2, SR1, SR2 are normal, the LEDs corresponding to the normal sensors SL1, SL2, SR1, SR2 may be constantly lit. Then, when an abnormality of a certain sensor is detected, the LED corresponding to that sensor may blink. In addition, the LEDs corresponding to the sensors SL1, SL2, SR1, and SR2 may always blink. Then, when an abnormality of a certain sensor is detected, the blinking interval of the LED corresponding to that sensor may be changed. Furthermore, when an abnormality is detected, a warning sound may be generated.
・上記第1、第2、第4の各実施形態では、センサSL1,SL2,SR1,SR2の検出結果の符合(正号、負号)が変換されることなく、閾値ERu、ERd等との比較が行われた。これ以外に、センサSL1,SL2,SR1,SR2の検出結果の符合(正号、負号)が変換されたのちに、閾値ERu、ERd等との比較が行われてもよい。 In the first, second and fourth embodiments, the signs (positive and negative signs) of the detection results of the sensors SL1, SL2, SR1 and SR2 are not converted, and the threshold values ERu, ERd, etc. A comparison was made. Other than this, after the signs (positive and negative signs) of the detection results of the sensors SL1, SL2, SR1, and SR2 are converted, comparison with the thresholds ERu, ERd, and the like may be performed.
・上記第2の実施形態では、センサSL1,SL2,SR1,SR2が正常であるときにも、第1判別部60及び第2判別部70の各判別結果に基づく動作判別が行われた。これ以外に、センサSL1,SL2,SR1,SR2が正常であるときには、第1判別部60及び第2判別部70のいずれか一方の判別結果に基づく動作判別が行われてもよい。
In the second embodiment, even when the sensors SL1, SL2, SR1, and SR2 are normal, the operation determination is performed based on the determination results of the
・上記第1、第2、第4の実施形態では、上記検出部が4つのセンサSL1,SL2,SR1,SR2によって構成された。また、上記第3の実施の形態では、上記検出部が、4つのセンサSL1,SL2,SR1,SR2と1つのセンサSO1とによって構成された。これ以外に、上記各実施形態において、上記検出部が3つ以下のセンサによって構成されてもよい。また、上記検出部が5つ以上のセンサによって構成されてもよい。 In the first, second, and fourth embodiments, the detection unit includes the four sensors SL1, SL2, SR1, and SR2. In the third embodiment, the detection unit is configured of four sensors SL1, SL2, SR1, and SR2 and one sensor SO1. In addition to the above, in each of the above embodiments, the detection unit may be configured by three or less sensors. In addition, the detection unit may be configured by five or more sensors.
・上記各実施形態では、体動判定装置10が、使用者の歩行動作を判別した。これ以外にも体動判定装置10は、階段等の昇降動作や、座椅子等からの立ち上がり動作等であってもよい。
-In each said embodiment, the body
1…センサ異常検知部、2…第1センサ異常検知部、3…第2センサ異常検知部、10…体動判定装置、11…装着部、12…本体部、41…制御部、42…電気刺激部、43…表示部、44…操作部、47…判別部、48…電気制御部、60…第1判別部、70…第2判別部、O…正中面(基準面)、SL…第1検出部、SR…第2検出部、SO…第3検出部、SL1、SL2、SR1、SR2、SO1…センサ。
DESCRIPTION OF
Claims (12)
人体に装着され、体動を検出し、検出結果を示す出力信号を出力するセンサと、
前記センサの出力信号に基づいて体動の状態を判定する体動判定部と、
前記センサの異常を検知するセンサ異常検知部と
を備える体動判定装置。 It is a body movement judging device,
A sensor attached to a human body to detect body movement and output an output signal indicating a detection result;
A body movement determination unit that determines a state of body movement based on an output signal of the sensor;
And a sensor malfunction detection unit configured to detect a malfunction of the sensor.
前記センサ異常検知部は、前記センサの前記出力信号が上限閾値よりも大きいかまたは下限閾値よりも小さいとき、前記センサが異常状態にあると検知する
ことを特徴とする体動判定装置。 In the body movement judging device according to claim 1,
The said sensor abnormality detection part detects that the said sensor is in an abnormal state, when the said output signal of the said sensor is larger than upper limit threshold value, or smaller than a lower limit threshold value.
前記センサは、人体の変位を示す物理量を検出するものであり、
前記センサ異常検知部は、所定の閾値を超えた値を有する一センサの出力信号のピーク値の時間間隔が所定間隔以下であるとき、前記一センサが異常状態にあると検知する
ことを特徴とする体動判定装置。 In the body movement judging device according to claim 1 or 2,
The sensor detects a physical quantity that indicates displacement of a human body,
The sensor abnormality detection unit detects that the one sensor is in an abnormal state when a time interval of peak values of output signals of one sensor having a value exceeding a predetermined threshold is equal to or less than a predetermined interval. Motion judgment device to do.
前記センサは、前記人体の変位を示す物理量を検出するものであり、
前記センサ異常検知部は、以下の第1の条件及び第2の条件のひとつまたは両方が満たされたとき、前記センサが異常状態にあると検知するものであり、
前記第1の条件は、前記センサの前記出力信号が上限閾値よりも大きいかまたは下限閾値よりも小さいことであり、
前記第2の条件は、前記センサ異常検知部が、所定の閾値を超えた値を有する一センサの出力信号のピーク値の時間間隔が所定間隔以下であることである
ことを特徴とする体動判定装置。 In the body movement judging device according to claim 1,
The sensor detects a physical quantity that indicates displacement of the human body,
The sensor abnormality detection unit detects that the sensor is in an abnormal state when one or both of the following first condition and second condition are satisfied:
The first condition is that the output signal of the sensor is greater than an upper threshold or smaller than a lower threshold.
The second condition is that a time interval of peak values of an output signal of one sensor having a value exceeding a predetermined threshold is equal to or less than a predetermined interval. Judgment device.
前記センサ異常検知部は、前記センサの出力信号に対して周波数解析を行い、周波数解析の結果、前記所定の閾値、及び前記所定間隔に基づいて、前記センサの異常を検知するように構成されている
ことを特徴とする体動判定装置。 In the body movement judging device according to claim 3 or 4,
The sensor abnormality detection unit is configured to perform frequency analysis on an output signal of the sensor, and detect an abnormality of the sensor based on the predetermined threshold and the predetermined interval as a result of the frequency analysis. A movement determination apparatus characterized in that
前記センサが2つ以上のセンサであり、
前記体動判定部は、前記センサ異常検知部により特定のセンサの異常が検知されたとき、該特定のセンサの出力信号に基づく体動の判定を中止するとともに、当該特定のセンサを除く、異常が検知されていない他のセンサの出力信号に基づいて前記体動の状態を判定する
ことを特徴とする体動判定装置。 In the body movement judging device according to any one of claims 1 to 5,
The sensor is two or more sensors,
The body movement judging unit stops the judgment of the body movement based on the output signal of the specific sensor when the abnormality of the specific sensor is detected by the sensor abnormality detecting unit, and the abnormality excluding the specific sensor is abnormal. A body movement judging device characterized in that the state of the body movement is judged on the basis of output signals of other sensors whose are not detected.
前記センサが、人体の対称な動作の中心となる面である基準面に対して対称な位置に装着された複数のセンサであり、
前記体動判定部は、前記基準面に対して人体の一側に装着された1つ以上の第1のセンサの出力信号に基づき人体の一方の肢の動作判別を行う第1判別部と、前記基準面に対して人体の他側に装着された1つ以上の第2のセンサの出力信号に基づき人体の他方の肢の動作判別を行う第2判別部とを含み、
前記体動判定部は、一センサの異常が前記センサ異常検知部により検知されたとき、異常と検知された前記一センサの出力信号に基づいて動作判別を行った前記第1判別部もしくは前記第2判別部の動作判別結果に基づく体動の状態の判定を中止し、他方の判定部の動作判別結果に基づいて前記体動の状態を判定する
ことを特徴とする体動判定装置。 In the body movement judging device according to any one of claims 1 to 6,
The sensors are a plurality of sensors mounted at symmetrical positions with respect to a reference plane which is a plane that is the center of symmetrical movement of the human body,
The body movement determination unit is a first determination unit that performs operation determination of one limb of the human body based on output signals of one or more first sensors attached to one side of the human body with respect to the reference surface; A second determination unit that determines the operation of the other limb of the human body based on output signals of one or more second sensors attached to the other side of the human body with respect to the reference surface;
The body movement determination unit determines the operation based on the output signal of the one sensor detected as an abnormality when the abnormality of the one sensor is detected by the sensor abnormality detection unit, or the first determination unit or the first 2. A body movement judging device characterized in that the judgment of the state of body movement based on the movement judgment result of the judgment unit is stopped, and the state of the body movement is judged based on the movement judgment result of the other judgment unit.
前記基準面について対称に静止した状態示す判別結果が前記第1判別部及び前記第2判別部の各々から出力されたとき、
前記センサ異常検知部は、前記第1判別部の判別結果の出力タイミングと前記第2判別部の判別結果の出力タイミングとの間隔が所定時間以上である場合に、前記第1のセンサ及び前記第2のセンサのいずれかが異常状態にあると検知する
ことを特徴とする体動判定装置。 In the body movement judging device according to claim 7,
When the determination result indicating the stationary state symmetrically with respect to the reference plane is output from each of the first determination unit and the second determination unit,
When the interval between the output timing of the determination result of the first determination unit and the output timing of the determination result of the second determination unit is equal to or longer than a predetermined time, the sensor abnormality detection unit determines that the first sensor and the first It detects that either of sensors of 2 are in an abnormal state. A body movement judging device characterized by things.
前記体動判定装置は、当該体動判定装置の判定結果を可視表示する表示部を更に備え、当該表示部は、前記センサ異常検知部により前記センサの異常が検知されたとき、該異常の発生を可視表示する
ことを特徴とする体動判定装置。 In the body movement judging device according to any one of claims 1 to 8,
The body movement determination device further includes a display unit for visibly displaying the determination result of the body movement determination device, and the display unit generates an abnormality when the sensor abnormality detection unit detects an abnormality of the sensor. A movement determination apparatus characterized by visibly displaying.
前記センサ異常検知部は、規定された体動の発生に応答して検知機能を起動し、規定された体動の終了に応答して前記検知機能を停止する
ことを特徴とする体動判定装置。 In the body movement judging device according to any one of claims 1 to 9,
The sensor abnormality detection unit activates a detection function in response to the occurrence of a defined body movement, and stops the detection function in response to an end of the defined body movement. .
人体に電気刺激を付与する電気刺激部と、
前記体動判定装置により判定された人体の動作に基づき前記電気刺激部を制御することにより人体に付与する前記電気刺激を制御する制御部とを備えた電気刺激装置。 The body movement determination device according to any one of claims 1 to 10,
An electrical stimulation unit that applies electrical stimulation to the human body;
An electric stimulation apparatus comprising: a control unit that controls the electric stimulation to be applied to the human body by controlling the electric stimulation unit based on the movement of the human body determined by the body movement determination device.
前記制御部は、前記センサ異常検知部がセンサの異常を検知したとき、前記電気刺激の付与を所定時間停止する
ことを特徴とする電気刺激装置。 In the electrical stimulation device according to claim 11,
The control unit is configured to stop the application of the electrical stimulation for a predetermined time when the sensor abnormality detection unit detects an abnormality of the sensor.
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| JP6599822B2 (en) * | 2016-06-27 | 2019-10-30 | 日本電信電話株式会社 | Change point detection device, change point detection method, and change point detection program |
| EP3542719B1 (en) * | 2016-11-16 | 2023-01-25 | Fujitsu Limited | Information processing system, information processing device and information processing method |
| KR102040232B1 (en) * | 2017-09-22 | 2019-11-04 | 인제대학교 산학협력단 | Device for quantitative measurement of freezing of gait in Parkinson`s disease and method using the same |
| WO2024150565A1 (en) * | 2023-01-12 | 2024-07-18 | セイコーグループ株式会社 | Biological monitoring device |
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| JPH0626894A (en) * | 1992-07-06 | 1994-02-04 | Fujitsu Ten Ltd | Abnormality judging device |
| JP2002355236A (en) * | 2001-06-01 | 2002-12-10 | Kiyomi Iizuka | Method to measure joint angle using biaxial acceleration sensor and electric stimulator |
| JP2005337720A (en) * | 2004-05-24 | 2005-12-08 | Mitsubishi Electric Corp | Motor monitoring device |
| JP2011099793A (en) * | 2009-11-06 | 2011-05-19 | Aloka Co Ltd | Living body information detection system and method |
Also Published As
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|---|---|
| JP2014042606A (en) | 2014-03-13 |
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