CN103529762B - A kind of intelligent home furnishing control method based on sensor technology and system - Google Patents
A kind of intelligent home furnishing control method based on sensor technology and system Download PDFInfo
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Abstract
The invention discloses a kind of intelligent home furnishing control method based on sensor technology and system, described method includes: when, in first scheduled time that user picks up remote control equipment, remote control equipment identifies the identity of active user automatically；Detected the motion trace data of this remote control equipment by the sensor in this remote control equipment, draw the motion characteristic data of active user according to described motion trace data；Control corresponding home equipment by described remote control equipment and perform corresponding operation.By present invention achieves portable intelligent electronic device as remote control equipment, replace the universal remote control of multiple remote controller or complexity to control multiple home equipment, and according to home equipment corresponding to the specific action remote control of user, it is achieved that the individual operation of intelligent home control system and the technique effect of service.And it is implemented as low, user operation is convenient.
Description
Technical field
The present invention relates to telecontrol engineering field, a kind of intelligent home furnishing control method based on sensor technology and system.
Background technology
Intelligent housing needs the electrical equipment to the multiple applicating categories in domestic environment and device to carry out Based Intelligent Control, concrete Based Intelligent Control has: the control of light fixture Based Intelligent Control, security protection Based Intelligent Control, door and window Based Intelligent Control, household instrument, home appliance Based Intelligent Control etc., intelligent home control system also needs to all these control information are carried out integrated management simultaneously, it is achieved remotely operation and information feedback.
The shortcoming of existing intelligent home control system is: all devices is remotely controlled by respective remote controller, controls to make troubles for entirety, and a lot of remote controller is put together and also easily caused confusion, brings a lot of inconvenience to user；Although having universal remote control at present to occur, but the remote controller technology of existing universal remote control still inheriting tradition, its button is various easily to be obscured, poor operability, and Consumer's Experience is the most poor.
Therefore, prior art has yet to be improved and developed.
Summary of the invention
The technical problem to be solved in the present invention is, drawbacks described above for prior art, a kind of intelligent home furnishing control method based on sensor technology and system are provided, solve remote controller or the situation of the universal remote control multiple home equipments of control needing multiple correspondence in intelligent domestic system, reach the individual operation of intelligent domestic system and the technique effect of service.
It is as follows that the present invention solves the technical scheme that technical problem used:
A kind of intelligent home furnishing control method based on sensor technology, wherein, including step:
A, when, in first scheduled time that user picks up remote control equipment, remote control equipment identifies the identity of active user automatically；And when identifying current user identities, described remote control equipment automatically switches to the user environment preset；
B, it is switched to the user environment preset when remote control equipment；Detected the motion trace data of this remote control equipment by the sensor in this remote control equipment, draw the motion characteristic data of active user according to described motion trace data；
C, the motion characteristic data of active user are mated with the User Defined action being stored in advance in this remote control equipment, when the match is successful, identify and the home equipment of corresponding User Defined action association, set up the communication connection between this remote control equipment and this home equipment；
After D, communication connection are set up, this remote control equipment receives the control instruction of user and is sent to described home equipment, controls described home equipment and performs corresponding operation.
Described intelligent home furnishing control method based on sensor technology, wherein, further comprises the steps of: before described step A
In advance the user identity model of some users is stored in the database of this remote control equipment；And,
Preset some custom actions of each user, and set up each custom action of each user and the association of corresponding home equipment respectively；And by described association storage to the database of this remote control equipment.
Described intelligent home furnishing control method based on sensor technology, wherein, described step A specifically includes:
A1, when in first scheduled time that user picks up remote control equipment, operation data when active user uses this remote control equipment collected automatically by remote control equipment；
A2, the characteristic extracted in described operation data generate the data model of an active user, are mated with the user identity model being stored in advance in this remote control equipment by described data model, to identify the identity of active user；
A3, when identifying current user identities, control the user environment that described remote control equipment automatically switches to preset, control described remote control equipment and operate under this user identity pattern.
Described intelligent home furnishing control method based on sensor technology, wherein, described in described step B according to described motion trace data draw active user motion characteristic data particularly as follows:
Described motion trace data is carried out noise removal process；
Motion trace data after noise remove is pre-processed, obtains corresponding action waveforms；
Pretreated motion trace data is carried out data segmentation；
Motion trace data after segmentation is carried out window value extraction, draws the motion characteristic data of active user.
Described intelligent home furnishing control method based on sensor technology, wherein, the mode of described communication connection includes: WIFI, infrared ray or bluetooth.
A kind of intelligent home control system based on sensor technology, wherein, including:
Identification module, for when, in first scheduled time that user picks up remote control equipment, remote control equipment identifies the identity of active user automatically；And when identifying current user identities, control the user environment that described remote control equipment automatically switches to preset；
Action recognition module, detects the motion trace data of this remote control equipment, draws the motion characteristic data of active user according to described motion trace data for the sensor controlled in remote control equipment；
Communication connection module, for being switched to, when remote control equipment, the user environment preset, the motion characteristic data of active user are mated with the User Defined action being stored in advance in this remote control equipment, when the match is successful, identify and the home equipment of corresponding User Defined action association, and set up the communication connection between this remote control equipment and described home equipment；
Control module, after being used for communicating to connect foundation, controls this remote control equipment and receives the control instruction of user and be sent to described home equipment, control described home equipment and perform corresponding operation.
Described system, wherein, also includes:
Memory module, in the database that the user identity model of some users stores this remote control equipment in advance；And,
Custom action module, for presetting some custom actions of each user, and sets up each custom action of a user and the association of corresponding home equipment respectively；And by described association storage to the database of this remote control equipment.
Described system, wherein, described identification module includes:
Data collection module, for when in first scheduled time that user picks up remote control equipment, automatically collect operation data when user uses this remote control equipment；
Identity recognizing unit, generate the data model of an active user for extracting characteristic in described operation data, described data model is mated with the user identity model being stored in advance in this remote control equipment, identifies the identity of active user；
System switch unit, for when identifying current user identities, control the user environment that described remote control equipment automatically switches to preset, control described remote control equipment and operate under this user identity pattern.
Described system, wherein, described action recognition module includes:
Denoising unit, for carrying out noise removal process to described motion trace data；
Pretreatment unit, for pre-processing the motion trace data after noise remove, to obtain corresponding action waveforms；
Cutting unit, for carrying out data segmentation to pretreated motion trace data；
Window value extraction unit, for the motion trace data after segmentation is carried out window value extraction, extracts the motion characteristic data of active user.
Described system, wherein, the mode of described communication connection includes: WIFI, infrared ray or bluetooth.
A kind of intelligent home furnishing control method based on sensor technology provided by the present invention and system, it is based on sensor technology, can be using various portable intelligent electronic devices as remote control equipment, the communication connection of described remote control equipment and corresponding home equipment is set up according to User Defined action, and then by home equipment corresponding to described remote control equipment remote control, also make described remote control equipment have a new function: can be according to home equipment corresponding to the movement remote-control of user simultaneously, replace multiple corresponding remote controllers in intelligent domestic system, or the universal remote control of complexity realizes the control to multiple home equipments, the individual operation of intelligent home control system and the technique effect of service are reached.And it is implemented as low, user operation is convenient.
Accompanying drawing explanation
Fig. 1 is the flow chart of the embodiment of a kind of intelligent home furnishing control method based on sensor technology of the present invention.
Fig. 2 is the flow chart setting up remote control equipment and the communication connection of corresponding home equipment in a kind of intelligent home furnishing control method based on sensor technology of the present invention.
Fig. 3 is the embodiment theory diagram of a kind of intelligent home control system based on sensor technology of the present invention.
Fig. 4 is the identification module theory diagram of a kind of intelligent home control system based on sensor technology of the present invention.
Fig. 5 is the action recognition module principle block diagram of a kind of intelligent home control system based on sensor technology of the present invention.
Detailed description of the invention
For making the purpose of the present invention, technical scheme and advantage clearer, clear and definite, the present invention is described in more detail for the embodiment that develops simultaneously referring to the drawings.Should be appreciated that specific embodiment described herein, only in order to explain the present invention, is not intended to limit the present invention.
As a example by embodiment of the present invention intelligent appliance in intelligent domestic system controls, but the intelligent home furnishing control method based on sensor technology of the present invention is not limited to home wiring control.In described based on sensor technology the intelligent home furnishing control method of the present embodiment, such as remote controller, mobile phone or panel computer etc. can be provided with the portable intelligent electronic equipment of sensor (such as acceleration transducer and gyroscope) as the some home appliances of remote control equipment remote control, such as television set, air-conditioning, washing machine etc..Refer to the flow chart that Fig. 1, Fig. 1 are the embodiments of a kind of intelligent home furnishing control method based on sensor technology of the present invention.In the present embodiment, described intelligent home furnishing control method based on sensor technology comprises the following steps:
Step S110, when, in first scheduled time that user picks up remote control equipment, remote control equipment identifies the identity of active user automatically, when identifying current user identities, control the user environment that described remote control equipment automatically switches to preset.Concrete user identity identification algorithm can use existing smart identity recognizer, as used operation data during this remote control equipment by remote control equipment sensor collection user, according to the identity of described operation data identification active user, user identity identification algorithm is not construed as limiting by the present invention.
In this step, when, in first scheduled time that user picks up remote control equipment, referring to that remote control equipment is picked up from desk > pause that time to operating position, i.e. complete user's identification.
When being embodied as, before this step, need to store in the database of this remote control equipment in advance the user identity model of some users.Wherein, feature extraction and modeling can be carried out by the operation data of the sensor collection user of described remote control equipment, generate user identity model and store, also can be generated the user identity model of some users by other intelligent electronic devices, then the user identity model of the described some users generated is saved in current remote control equipment.
When user uses this remote control equipment afterwards, described remote control equipment can obtain sequence of operations data when user uses this remote control equipment automatically, described operation data can be the habitual action of this remote control equipment of user operation, it is possible to for the button rule of this remote control equipment of user operation.According to the data model of described one active user of sequence of operations data genaration, described data model is mated with the user identity model being stored in advance in this remote control equipment, to identify the identity of active user.When identifying user identity, control to run under the identity model corresponding with active user that this remote control equipment system is switched to preset, in order to user sets up the communication connection of this remote control equipment and corresponding home equipment by its self-defining action.
Step S120, when remote control equipment is switched to the user environment preset, detected the motion trace data of this remote control equipment by the sensor of this remote control equipment, and extract the motion characteristic data of active user according to described motion trace data.
This step is switched to, when remote control equipment, the user environment preset, refers to that user performs for selecting the specific action of household electrical appliances stop (i.e. completing household electrical appliances coupling, set up the data communication between remote controller and household electrical appliances) to action.
In the specific implementation, when remote control equipment is static, the sensing data of remote control equipment is in stable state.When remote control equipment detects that user uses, its acceleration transducer, gyro sensor or other sensor just start to read this remote control equipment corresponding movement locus data, the state until sensing data tends towards stability again, during the hand-held described remote control equipment transfixion of such as user, extract the motion characteristic data of active user according to the described motion trace data obtained.
Step S130, the motion characteristic data of active user are mated with the User Defined action being stored in advance in this remote control equipment, when the match is successful, identify and the home equipment of corresponding User Defined action association, and automatically set up the communication connection between this remote control equipment and this home equipment.
When being embodied as, as a example by mobile phone is as remote control equipment, some custom actions of each user can be pre-set, and set up each custom action of each user and the association of corresponding home equipment respectively；And by described association storage to the database of this remote control equipment.
User can arrange described custom action according to the hobby of oneself or habitual action, as: user can arrange associating of rectangle action and television set, oval action associates with air-conditioning, and triangle action associates with washing machine, and is stored in mobile phone database by described related information.When user uses this mobile phone, after described mobile phone automatically identifies the user environment (such as user profile, operation note, operating time etc.) that the identity of active user being switched to is preset, user just can set up the communication connection of mobile phone and television set by rectangle action, the communication connection of this mobile phone and air-conditioning is set up by oval action, the communication connection of mobile phone and washing machine is set up, it is achieved by the purpose of home equipment corresponding to this mobile phone remote by triangle action.
Preferably, in the intelligent home furnishing control method based on sensor technology of the present invention, different user can arrange identical custom action and set up the communication connection of same remote control equipment and different home equipments, or different custom actions is set and sets up the communication connection of same remote control equipment and identical home equipment, set up the communication connection of remote control equipment and television set as user's first arranges rectangle action；User's second can arrange rectangle and move the communication connection setting up this remote control equipment with air-conditioning, and the identical custom action of different user can be made a distinction by described remote control equipment according to the identity of user.
When being embodied as, using mobile phone as described remote control equipment, after the user context information that handset identity goes out the identity of active user and is switched to correspondence, action during mobile phone is used by sensor acquisition active user, and the custom action of described action with this user preserved in database is mated, if the match is successful, then set up the communication connection of this mobile phone and corresponding home equipment, by this mobile phone remote correspondence home equipment；If mating unsuccessful, then cannot be by this mobile phone remote correspondence home equipment.Such as, if user's handheld mobile phone makees rectangle action, mobile phone detects the motion trace data of correspondence and it is mated with the custom action of this user preserved, can show that the custom action mated with this motion trace data is rectangle, obtaining the home equipment associated with rectangle custom action further is television set, then set up the communication connection of described mobile phone and television set；In like manner, if detection user's handheld mobile phone makees oval action, the communication connection of described mobile phone and air-conditioning is the most automatically set up；If detection user's handheld mobile phone makees triangle action, the data communication module the most automatically starting mobile phone sets up the communication connection of described mobile phone and washing machine.Wherein, the mode of described communication connection includes but not limited to WIFI, infrared ray or bluetooth.
After step S140, communication connection are set up, this remote control equipment receives the control instruction of user and is sent to the home equipment of correspondence, controls described home equipment and performs corresponding operation.Achieve and replace the remote controller of multiple correspondences in traditional intelligence house system or the universal remote control of complexity to carry out the effect of the multiple home equipment of remote control with remote control equipments such as mobile phones.
Additionally, when storing the user identity model of some users in described remote control equipment database, also described user identity model can be carried out cluster analysis, the most further age-based for user identity section be classified, such as children, young people, a middle-aged person, the elderly etc..User identity be categorized into different classes or bunch in, owing to the user in same cluster has the biggest similitude, the user that operation remote control equipment action is differed greatly can be distinguished largely, therefore can verify the identity of active user further, improve the accuracy rate of user identity identification.After cluster analysis user identity model and the class at place thereof or bunch information leave in together in correspondence database.
After different user in intelligent domestic system arranges respective custom action and stores in corresponding remote control equipment, when next time, certain user picked up this remote control equipment, pass through sensor technology, this remote control equipment is automatically collected the operation data of this user operation remote control equipment and carries out data extraction, modeling and cluster analysis, finally obtaining cluster analysis result, Intelligent Recognition goes out the identity of this user.Described cluster analysis can use K-Medoids algorithm, and specific algorithm is as follows:
1, K user object is arbitrarily chosen as initial clustering medoids(O1, O2 ... Oi ... Ok).
The following is circulation:
2, remaining user object is assigned these to most like with it cluster according to them respectively with each similarity clustered described；
3, in each cluster (Oi), order chooses an Or, calculates and replaces the consumption E(Or after Oi with Or).Filter out that minimum for E Or to replace Oi.So K medoids just changes, and the most just returns again to 2.
4, so circulation is until K medoids is fixed up.
After cluster analysis completes, the classification at user identity place just is distinguished out, and by the classification at user place, the user identity that de-authentication smart identity recognizer identifies is the most accurate.When the user identity identified is father, and the structure of cluster analysis is a middle-aged person, and now we just can further confirm that the identification result of father is correct.Cluster analysis can be by indicator lamp display recognition result corresponding on remote control equipment after completing.
After identifying user identity, detect the operational motion of user and carry out mating certification by the custom action of its this user preserved with lane database, communicate with corresponding home equipment with alternately with this remote control equipment of the action control according to active user, thus realize personalized operation and the service of intelligent home control system.Simultaneously as include the step that the user using remote control equipment carries out identification, the most concrete control function also extends to other functional categories that user can customize.
Specifically in embodiment, continue using mobile phone as remote control equipment, the intelligent home furnishing control method based on sensor technology of the present embodiment, in mobile phone, preserve some user identity models in advance and arrange and the custom action of corresponding home equipment association, as in figure 2 it is shown, specifically include:
Step 20, preserving some user identity models in mobile phone, the modeling process of user identity model is not limited by the present invention.
Step 21, some custom actions of each user are set, set up each custom action of each user and the association of corresponding home equipment.
Step 22, stores described subscriber identity module and described association in mobile phone database.
Hereafter, when user uses this mobile phone, mobile phone will automatically identify the identity of active user and carries out cluster analysis to verify the structure of identification according to the user identity model prestored.Afterwards, detection user uses the movement locus of described mobile phone, identifies the home equipment that active user wishes to be controlled by this mobile phone, to realize the communication connection and alternately of mobile phone and corresponding home equipment, is embodied as flow process and continues referring to Fig. 2, including step:
Step 31, the motion trace data of acquisition mobile phone,；
Step 32, from described motion trace data, extract the motion characteristic data of active user；Detailed process includes:
By mobile phone MCU, the motion trace data of mobile phone is carried out noise removal process, remove the factor disturbing described sensor actuation data；
Motion trace data after noise remove is pre-processed, to obtain corresponding action waveforms；
Pretreated motion trace data is carried out data segmentation, described action waveforms is partitioned into significant, the most significant data waveform；
Motion trace data after segmentation is carried out window value extraction, extracts the window data value that can identify current user action, as the motion characteristic data of active user.
The described motion characteristic data of active user are mated by step 33, inquiry mobile phone database with the custom action of this user in database.
Step 34, whether the match is successful？Whether there is the custom action of this user of motion characteristic Data Matching with active user in the most described database, if existing, then the match is successful, enter step 35, otherwise, showing not preserve in database the respective action of this user, information that return authentication is failed also enters step 36.
Step 35, identify the home equipment corresponding with the motion characteristic data of active user, set up the communication connection of mobile phone and described home equipment.Particularly as follows: by the association of the custom action of the active user of storage in described database with corresponding home equipment, obtain the home equipment ID associated with the custom action of the motion characteristic Data Matching of active user, set up the communication connection of mobile phone and described home equipment.
Step 36, end.
After described mobile phone is set up with the communication connection of corresponding home equipment, described mobile phone receives the control instruction of user and is sent to described home equipment, performs corresponding operation with home equipment described in remote control.And owing to the remote control equipment of the present embodiment has the function of user identity Intelligent Recognition, the most also can realize being operated the function of some home equipments by a remote control equipment, it is only necessary to all define a custom action for user for every kind of home equipment；The most different members can also arrange different custom actions to operate same home equipment, or different members arranges identical custom action and operates different home equipment, achieve the individual operation of intelligent domestic system and the technique effect of service, provide users with the convenient.
Additionally, intelligent home furnishing control method based on sensor technology of the present invention includes but not limited to home wiring control, any with sensor perceptually source, corresponding data are got by sensor, Intelligent Recognition is gone out user identity and is carried out design or the product of specific operation by User Defined action, all should belong to present disclosure.
Based on above-described embodiment, present invention also offers a kind of intelligent home control system based on sensor technology, as it is shown on figure 3, the system of the present embodiment includes:
Identification module 510, for when, in first scheduled time that user picks up remote control equipment, remote control equipment identifies the identity of active user automatically；And when identifying current user identities, control the user environment that described remote control equipment automatically switches to preset；Specifically as described in above-described embodiment.
Action recognition module 520, detects the motion trace data of this remote control equipment, draws the motion characteristic data of active user according to described motion trace data for the sensor controlled in this remote control equipment；Specifically as described in above-described embodiment.
Communication connection module 530, for being switched to, when remote control equipment, the user environment preset, the motion characteristic data of active user are mated with the User Defined action being stored in advance in this remote control equipment, when the match is successful, identify and the home equipment of corresponding User Defined action association, set up the communication connection between this remote control equipment and described home equipment；Specifically as described in above-described embodiment.
Control module 540, after being used for communicating to connect foundation, controls this remote control equipment and receives the control instruction of user and be sent to described home equipment, the operation corresponding to control the execution of described home equipment；Specifically as described in above-described embodiment.
It is preferred that continuing with comparison Fig. 3, described system also includes:
Memory module 550, in the database that the user identity model of some users stores this remote control equipment in advance；And,
Custom action module 560, for presetting some custom actions of each user, and sets up each custom action of each user and the association of corresponding home equipment respectively；And by described association storage to the database of this remote control equipment；Specifically as described in above-described embodiment.
It is preferred that as shown in Figure 4, described identification module 510 includes:
Data collection module 511, for when the operation data automatically collecting user in first scheduled time that user picks up remote control equipment；
Identity recognizing unit 512, generate the data model of an active user for extracting characteristic in described operation data, described data model is mated with the user identity model being stored in advance in this remote control equipment, to identify the identity of active user；
System switch unit 513, for when identifying current user identities, control the user environment that described remote control equipment is switched to preset, operate under this user identity pattern controlling described remote control equipment.
It is preferred that as it is shown in figure 5, described action recognition module 520 includes:
Denoising unit 521, for carrying out noise removal process to the motion trace data of described remote control equipment；
Pretreatment unit 522, for pre-processing the motion trace data after noise remove, to obtain corresponding action waveforms；
Cutting unit 523, for pretreated motion trace data is carried out data segmentation, has significant data waveform to draw；
Window value extraction unit 524, for the motion trace data after segmentation is carried out window value extraction, extracts the motion characteristic data of active user；Specifically as described in above-described embodiment.
Wherein, the mode of described communication connection includes but not limited to WIFI, infrared ray or bluetooth approach；
Described remote control equipment includes but not limited to remote controller, mobile phone, panel computer, can be also other portable intelligent electronic equipments；
Described home equipment includes but not limited to television set, air-conditioning, washing machine, can be also other equipment in intelligent domestic system.
In sum, a kind of intelligent home furnishing control method based on sensor technology provided by the present invention and system, it passes through sensor technology, can be using multiple portable intelligent electronic device as remote control equipment, and control, according to the specific action of user, the home equipment that described remote control equipment remote control is corresponding, multiple home equipment is controlled, it is achieved that the individual operation of intelligent home control system and service with the universal remote control of the multiple specific remote controller in replacement intelligent domestic system or complexity.And it is implemented as low, user operation is convenient.
It should be appreciated that the application of the present invention is not limited to above-mentioned citing, for those of ordinary skills, can be improved according to the above description or convert, all these modifications and variations all should belong to the protection domain of claims of the present invention.
Claims (8)
1. an intelligent home furnishing control method based on sensor technology, it is characterised in that include step:
A, when, in first scheduled time that user picks up remote control equipment, remote control equipment identifies the identity of active user automatically；And when identifying current user identities, described remote control equipment automatically switches to the user environment preset；
B, it is switched to the user environment preset when remote control equipment；Detected the motion trace data of this remote control equipment by the sensor in this remote control equipment, draw the motion characteristic data of active user according to described motion trace data；
C, the motion characteristic data of active user are mated with the User Defined action being stored in advance in this remote control equipment, when the match is successful, identify and the home equipment of corresponding User Defined action association, set up the communication connection between this remote control equipment and this home equipment；
After D, communication connection are set up, this remote control equipment receives the control instruction of user and is sent to described home equipment, controls described home equipment and performs corresponding operation；
A1, when in first scheduled time that user picks up remote control equipment, operation data when active user uses this remote control equipment collected automatically by remote control equipment；
A2, the characteristic extracted in described operation data generate the data model of an active user, are mated with the user identity model being stored in advance in this remote control equipment by described data model, to identify the identity of active user；And pass through sensor technology, this remote control equipment is automatically collected the operation data of this user operation remote control equipment and carries out data extraction, modeling and cluster analysis, finally obtain cluster analysis result, by the classification at user place, the user identity that de-authentication smart identity recognizer identifies is the most accurate；
A3, when identifying current user identities, control the user environment that described remote control equipment automatically switches to preset, control described remote control equipment and operate under this user identity pattern.
Intelligent home furnishing control method based on sensor technology the most according to claim 1, it is characterised in that further comprise the steps of: before described step A
In advance the user identity model of some users is stored in the database of this remote control equipment；And,
Preset some custom actions of each user, and set up each custom action of each user and the association of corresponding home equipment respectively；And by described association storage to the database of this remote control equipment.
Intelligent home furnishing control method based on sensor technology the most according to claim 1, it is characterised in that described in described step B according to described motion trace data draw active user motion characteristic data particularly as follows:
Described motion trace data is carried out noise removal process；
Motion trace data after noise remove is pre-processed, obtains corresponding action waveforms；
Pretreated motion trace data is carried out data segmentation；
Motion trace data after segmentation is carried out window value extraction, draws the motion characteristic data of active user.
Intelligent home furnishing control method based on sensor technology the most according to claim 1, it is characterised in that
Wherein, the mode of described communication connection includes: WIFI, infrared ray or bluetooth.
5. an intelligent home control system based on sensor technology, it is characterised in that including:
Identification module, for when, in first scheduled time that user picks up remote control equipment, remote control equipment identifies the identity of active user automatically；And when identifying current user identities, control the user environment that described remote control equipment automatically switches to preset；
Action recognition module, detects the motion trace data of this remote control equipment, draws the motion characteristic data of active user according to described motion trace data for the sensor controlled in remote control equipment；
Communication connection module, for being switched to, when remote control equipment, the user environment preset, the motion characteristic data of active user are mated with the User Defined action being stored in advance in this remote control equipment, when the match is successful, identify and the home equipment of corresponding User Defined action association, and set up the communication connection between this remote control equipment and described home equipment；
Control module, after being used for communicating to connect foundation, controls this remote control equipment and receives the control instruction of user and be sent to described home equipment, control described home equipment and perform corresponding operation；
Described identification module includes:
Data collection module, for when in first scheduled time that user picks up remote control equipment, automatically collect operation data when user uses this remote control equipment；
Identity recognizing unit, generate the data model of an active user for extracting characteristic in described operation data, described data model is mated with the user identity model being stored in advance in this remote control equipment, identifies the identity of active user；And pass through sensor technology, this remote control equipment is automatically collected the operation data of this user operation remote control equipment and carries out data extraction, modeling and cluster analysis, finally obtain cluster analysis result, by the classification at user place, the user identity that de-authentication smart identity recognizer identifies is the most accurate；
System switch unit, for when identifying current user identities, control the user environment that described remote control equipment automatically switches to preset, control described remote control equipment and operate under this user identity pattern.
System the most according to claim 5, it is characterised in that also include:
Memory module, in the database that the user identity model of some users stores this remote control equipment in advance；And,
Custom action module, for presetting some custom actions of each user, and sets up each custom action of a user and the association of corresponding home equipment respectively；And by described association storage to the database of this remote control equipment.
System the most according to claim 5, it is characterised in that described action recognition module includes:
Denoising unit, for carrying out noise removal process to described motion trace data；
Pretreatment unit, for pre-processing the motion trace data after noise remove, to obtain corresponding action waveforms；
Cutting unit, for carrying out data segmentation to pretreated motion trace data；
Window value extraction unit, for the motion trace data after segmentation is carried out window value extraction, extracts the motion characteristic data of active user.
8.
System according to claim 5, it is characterised in that the mode of described communication connection includes: WIFI, infrared ray or bluetooth.
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Families Citing this family (25)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2015162421A1 (en) * | 2014-04-22 | 2015-10-29 | Kenwood Limited | Kitchen appliance having contactless operation |
| CN104159153A (en) * | 2014-07-22 | 2014-11-19 | 乐视网信息技术（北京）股份有限公司 | Method and system for switching user role |
| WO2016046718A1 (en) * | 2014-09-25 | 2016-03-31 | Philips Lighting Holding B.V. | A system for managing services |
| CN104808497A (en) * | 2015-02-15 | 2015-07-29 | 联想(北京)有限公司 | Information processing method and first electronic device |
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| CN104991456B (en) * | 2015-05-26 | 2020-02-07 | 海尔优家智能科技（北京）有限公司 | Intelligent household appliance control method and device |
| CN104880953A (en) * | 2015-05-29 | 2015-09-02 | 四川长虹电器股份有限公司 | Control method and intelligent household control device |
| CN104866358A (en) * | 2015-05-29 | 2015-08-26 | 四川长虹电器股份有限公司 | Function starting method and first electronic equipment |
| CN105068520A (en) * | 2015-07-31 | 2015-11-18 | 惠而浦（中国）股份有限公司 | Novel smart home system and installation and control method |
| WO2017020210A1 (en) * | 2015-08-02 | 2017-02-09 | 李强生 | Method and remote controller for switching remote control of household electrical appliance according to shake manner |
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| CN105939236A (en) * | 2016-06-14 | 2016-09-14 | 北京小米移动软件有限公司 | Method and device for controlling intelligent home device |
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| CN106647398A (en) * | 2016-12-23 | 2017-05-10 | 广东美的制冷设备有限公司 | Remote controller, operation control method and device |
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| CN108427303B (en) * | 2018-04-23 | 2020-04-10 | 珠海格力电器股份有限公司 | Intelligent household control system |
| CN111222811B (en) * | 2018-11-26 | 2023-06-30 | 阿里巴巴集团控股有限公司 | Order goods picking method, order processing method and device, equipment and medium |
| CN110225198A (en) * | 2019-05-31 | 2019-09-10 | 兰州工业学院 | A kind of household appliance control method based on smart phone inertial sensor |
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| CN111010320B (en) * | 2019-10-17 | 2021-05-25 | 珠海格力电器股份有限公司 | Control device of voice equipment, voice interaction method and device and electronic equipment |
| CN112198807A (en) * | 2020-09-23 | 2021-01-08 | 合肥荣电实业股份有限公司 | Smart home control system based on human body induction |
| CN114690646A (en) * | 2020-12-28 | 2022-07-01 | 深圳Tcl新技术有限公司 | Control method and system of intelligent kitchen, storage medium and terminal equipment |
| CN116088322A (en) * | 2021-11-08 | 2023-05-09 | 广东美的制冷设备有限公司 | Control method, control device, electronic device, and storage medium for home appliance |
| CN114578702A (en) * | 2022-02-25 | 2022-06-03 | 珠海格力电器股份有限公司 | Equipment control method, device, equipment and storage medium |
Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101901541A (en) * | 2009-06-01 | 2010-12-01 | 丁立星 | Remote control device and method for remotely controlling controlled device by using same |
| CN101944283A (en) * | 2010-09-21 | 2011-01-12 | 深圳市同洲电子股份有限公司 | Gravity sensing remote control system and method |
| CN102016765A (en) * | 2008-04-21 | 2011-04-13 | 松下电器产业株式会社 | Method and system of identifying a user of a handheld device |
| CN102375542A (en) * | 2011-10-27 | 2012-03-14 | Tcl集团股份有限公司 | Method for remotely controlling television by limbs and television remote control device |
| CN202523212U (en) * | 2012-03-21 | 2012-11-07 | 张爱光 | Remote controller employing motion sensing control |
| CN202652437U (en) * | 2012-05-04 | 2013-01-02 | 深圳市金星精密技术有限公司 | Television set top box remote controller having motion sensing function |
Family Cites Families (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2005292883A (en) * | 2004-03-31 | 2005-10-20 | Pioneer Electronic Corp | Information input device |
-
2013
- 2013-02-22 CN CN201310056949.9A patent/CN103529762B/en active Active
Patent Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102016765A (en) * | 2008-04-21 | 2011-04-13 | 松下电器产业株式会社 | Method and system of identifying a user of a handheld device |
| CN101901541A (en) * | 2009-06-01 | 2010-12-01 | 丁立星 | Remote control device and method for remotely controlling controlled device by using same |
| CN101944283A (en) * | 2010-09-21 | 2011-01-12 | 深圳市同洲电子股份有限公司 | Gravity sensing remote control system and method |
| CN102375542A (en) * | 2011-10-27 | 2012-03-14 | Tcl集团股份有限公司 | Method for remotely controlling television by limbs and television remote control device |
| CN202523212U (en) * | 2012-03-21 | 2012-11-07 | 张爱光 | Remote controller employing motion sensing control |
| CN202652437U (en) * | 2012-05-04 | 2013-01-02 | 深圳市金星精密技术有限公司 | Television set top box remote controller having motion sensing function |
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