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TW201926272A - Systems and methods for fall detection using radar, and related computer program products - Google Patents

Systems and methods for fall detection using radar, and related computer program products Download PDF

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TW201926272A
TW201926272A TW106142046A TW106142046A TW201926272A TW 201926272 A TW201926272 A TW 201926272A TW 106142046 A TW106142046 A TW 106142046A TW 106142046 A TW106142046 A TW 106142046A TW 201926272 A TW201926272 A TW 201926272A
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individual
radar
fall
area
shortest distance
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TW106142046A
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Chinese (zh)
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TWI653610B (en
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景弘 王
葉廼崑
鄭政道
侯一安
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拓連科技股份有限公司
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Abstract

Systems and methods for fall detection using radar are provided. First, radar transmission signals are transmitted in a specific space by using a radio wave transmitter including at least one antenna, and radar reflected signals are received in the specific space by using a radio wave receiver including at least one antenna. A Doppler analysis is performed according to the radar transmission signals and the radar reflected signals, to identify a subject in the specific space, and determine a shortest distance between the subject and an electronic device and an area corresponding to the subject. It is determined whether the presence of a fall on the subject according to the shortest distance between the subject and the electronic device and the area corresponding to the subject.

Description

利用雷達之跌倒偵測系統及方法,及相關電腦程 式產品 Using radar fall detection system and method, and related computer programs Product

本發明係有關於一種跌倒偵測系統及方法,且特別有關於一種可以利用雷達技術執行之跌倒偵測系統及方法。 The present invention relates to a fall detection system and method, and more particularly to a fall detection system and method that can be implemented using radar technology.

隨著人口高齡化時代來臨,老人的居家看護成為每個國家重視的社會問題之一。對於老年人來說,由於身體機能退化的因素常常使得其動作無法像年輕人一般得心應手。也正因為此原因,跌倒也成為老年人最普遍且嚴重的傷害之一。 With the advent of an aging population, home care for the elderly has become one of the social issues that every country values. For the elderly, factors that degenerate due to physical function often make their movements less comfortable than young people. For this reason, falls have also become one of the most common and serious injuries in the elderly.

一般來說,老年人跌倒的發生頻率與因為跌倒而造成的傷害嚴重程度隨著年紀而相對增高。跌到後通常會引起骨折、頭部外傷,甚至死亡等。由於社會中老人獨居的比率越來越高,由於沒有其他同居者可以進行相關協助,通常老人跌倒後受傷的程度也會相對地嚴重。 In general, the frequency of falls in the elderly and the severity of injuries caused by falls are relatively high with age. When it falls, it usually causes fractures, head trauma, and even death. As the ratio of elderly people living alone in the community is getting higher and higher, because there are no other cohabitants who can provide relevant assistance, the degree of injury after the fall of the elderly is usually relatively serious.

習知地,美國專利US 7,567,200 B1揭示了一種利用雷達來監控身體位置且偵測跌倒之技術。在此專利中,可以利用雷達偵測人體之特定部位距離地面與/天線的距離,以及此部份的垂直動作來判定是否發生跌倒的情況。在此技術中,由於僅依據距離來進行跌倒判定,常常會因為使用者的特定行為,如蹲下而誤判。 Conventionally, U.S. Patent No. 7,567,200 B1 discloses a technique for monitoring the position of a body using a radar and detecting a fall. In this patent, the radar can be used to detect the distance between the specific part of the human body from the ground and the antenna, and the vertical motion of this part to determine whether a fall has occurred. In this technique, since the fall determination is performed only on the basis of the distance, it is often misjudged because of the specific behavior of the user, such as a squat.

有鑑於此,本發明提供利用雷達之跌倒偵測系統及方法,其中,透過雷達技術可以判斷空間中之個體,並依據雷達所偵測相應個體之距離與個體的面積來判斷個體是否跌倒。 In view of this, the present invention provides a fall detection system and method using a radar, wherein the radar technology can determine individuals in the space, and determine whether the individual falls according to the distance of the corresponding individual detected by the radar and the area of the individual.

本發明實施例之一種利用雷達之跌倒偵測系統包括具有至少一天線之一無線電波傳送器、具有至少一天線之一無線電波接收器、與 一控制器。無線電波傳送器於一特定空間中傳送複數雷達發送信號。無線電波接收器接收特定空間中之複數雷達反射信號。控制器依據雷達發送信號與雷達反射信號進行一都卜勒分析,從而得知特定空間中之一個體,並決定個體至電子裝置之一最短距離與個體之一面積。控制器依據個體至電子裝置間之最短距離與個體之面積判斷個體是否發生一跌倒狀態。 A fall detection system using a radar according to an embodiment of the present invention includes a radio wave transmitter having at least one antenna, a radio wave receiver having at least one antenna, and A controller. The radio wave transmitter transmits a complex radar transmission signal in a specific space. The radio wave receiver receives complex radar reflected signals in a particular space. The controller performs a Doppler analysis based on the radar transmission signal and the radar reflection signal, thereby knowing one individual in a specific space, and determining the shortest distance from the individual to the electronic device and the area of the individual. The controller determines whether the individual has a fall state based on the shortest distance between the individual and the electronic device and the area of the individual.

本發明實施例之一種利用雷達之跌倒偵測方法。首先,利用具有至少一天線之一無線電波傳送器於一特定空間中傳送複數雷達發送信號,並利用具有至少一天線之一無線電波接收器接收特定空間中之複數雷達反射信號。依據雷達發送信號與雷達反射信號進行一都卜勒分析,從而得知特定空間中之一個體,並決定個體至電子裝置之一最短距離與個體之一面積。依據個體至電子裝置間之最短距離與個體之面積判斷個體是否發生一跌倒狀態。 A fall detection method using a radar according to an embodiment of the present invention. First, a complex radar transmission signal is transmitted in a specific space by a radio wave transmitter having at least one antenna, and a plurality of radar reflection signals in a specific space are received by a radio wave receiver having at least one antenna. A Doppler analysis is performed according to the radar transmission signal and the radar reflection signal, thereby knowing one individual in a specific space, and determining the shortest distance from the individual to the electronic device and the area of the individual. Whether the individual has a fall state is determined according to the shortest distance between the individual and the electronic device and the area of the individual.

在一些實施例中,可以判斷個體至電子裝置間之最短距離是否於一既定時間內增加一既定距離,且個體之面積是否於既定時間內增加一既定面積。當最短距離於既定時間內增加既定距離且面積於既定時間內增加既定面積時,判定個體發生跌倒狀態。在一些實施例中,當最短距離於既定時間內增加既定距離且面積於既定時間內增加既定面積時,可以判斷個體增加後之最短距離與面積是否大體上維持不變一既定期間。當個體增加後之最短距離與面積大體上維持不變既定期間時,判定個體發生跌倒狀態。 In some embodiments, it can be determined whether the shortest distance between the individual and the electronic device is increased by a predetermined distance within a predetermined time, and whether the area of the individual is increased by a predetermined area within a predetermined time. When the shortest distance increases the predetermined distance within a predetermined time and the area increases the predetermined area within a predetermined time, the individual is judged to have a fall state. In some embodiments, when the shortest distance is increased by a predetermined distance for a predetermined time and the area is increased by a predetermined area for a predetermined time, it can be determined whether the shortest distance and the area after the increase of the individual are substantially maintained for a predetermined period. When the shortest distance and the area after the increase of the individual are substantially maintained for a predetermined period, the individual is judged to have a fall state.

在一些實施例中,特定區域中包括一設定區域,可以依據雷達發送信號與雷達反射信號判斷個體是否進入或離開設定區域,從而記錄相應個體之一作息資料。 In some embodiments, the specific area includes a setting area, and the radar transmission signal and the radar reflection signal may be used to determine whether the individual enters or leaves the setting area, thereby recording one of the corresponding individuals.

在一些實施例中,當個體發生跌倒狀態時,可以由個體中決定一節奏移動部位,且偵測節奏移動部位之一移動狀態。在一些實施例中,節奏移動部位包括一肺部、一心臟、或一胸部。 In some embodiments, when the individual has a fall state, a rhythm moving portion may be determined by the individual, and one of the rhythm moving portions is detected to be in a moving state. In some embodiments, the rhythm moving portion includes a lung, a heart, or a chest.

在一些實施例中,當個體發生跌倒狀態時,可以透過一無線網路發送一跌倒通知,其中跌倒通知包括節奏移動部位之移動狀態。 In some embodiments, when an individual has a fall state, a fall notification can be sent over a wireless network, wherein the fall notification includes a moving state of the rhythm moving portion.

在一些實施例中,當個體發生跌倒狀態時,可以執行一倒數計時作業,並於倒數計時作業結束後透過無線網路發送跌倒通知。在一 些實施例中,當個體發生跌倒狀態時,可以利用一特定裝置透過一使用者介面顯示倒數計時作業,且判斷倒數計時作業結束前是否接收到一中斷指示。當倒數計時作業結束前接收到中斷指示時,取消相應跌倒通知之發送。 In some embodiments, when the individual has a fall state, a countdown operation can be performed and a fall notification is sent over the wireless network after the countdown operation ends. In a In some embodiments, when an individual has a fall state, a specific device can be used to display a countdown operation through a user interface, and it is determined whether an interrupt indication is received before the countdown operation ends. When an interrupt indication is received before the end of the countdown operation, the transmission of the corresponding fall notification is canceled.

本發明上述方法可以透過程式碼方式存在。當程式碼被機器載入且執行時,機器變成用以實行本發明之裝置。 The above method of the present invention can exist in a coded manner. When the code is loaded and executed by the machine, the machine becomes the means for practicing the invention.

為使本發明之上述目的、特徵和優點能更明顯易懂,下文特舉實施例,並配合所附圖示,詳細說明如下。 The above described objects, features, and advantages of the invention will be apparent from the description and appended claims appended claims

100‧‧‧利用雷達之跌倒偵測系統 100‧‧‧Using the radar fall detection system

110‧‧‧電子裝置 110‧‧‧Electronic devices

112‧‧‧無線電波傳送器 112‧‧‧Radio wave transmitter

112a‧‧‧天線 112a‧‧‧Antenna

114‧‧‧無線電波接收器 114‧‧‧Radio wave receiver

114a‧‧‧天線 114a‧‧‧Antenna

116‧‧‧控制器 116‧‧‧ Controller

118‧‧‧無線網路連接單元 118‧‧‧Wireless network connection unit

U‧‧‧個體 U‧‧‧ individual

SS‧‧‧特定空間 SS‧‧‧Special space

S402、S404、…、S410‧‧‧步驟 S402, S404, ..., S410‧‧‧ steps

a1、a2‧‧‧個體面積 A1, a2‧‧‧ individual area

d1、d2‧‧‧個體最短距離 D1, d2‧‧‧ the shortest distance of the individual

S602、S604、S606‧‧‧步驟 S602, S604, S606‧‧‧ steps

S802、S804、S806、S808‧‧‧步驟 S802, S804, S806, S808‧‧‧ steps

S902、S904、S906、S908‧‧‧步驟 S902, S904, S906, S908‧‧‧ steps

S1002、S1004、S1006、S1008‧‧‧步驟 S1002, S1004, S1006, S1008‧‧‧ steps

S1102、S1104、…、S1112‧‧‧步驟 S1102, S1104, ..., S1112‧‧ steps

S1202、S1204、…、S1214‧‧‧步驟 S1202, S1204, ..., S1214‧‧ steps

SA‧‧‧設定區域 SA‧‧‧Setting area

S1502、S1504、…、S1510‧‧‧步驟 S1502, S1504, ..., S1510‧‧‧ steps

第1圖為一示意圖係顯示依據本發明實施例之利用雷達之跌倒偵測系統。 1 is a schematic diagram showing a fall detection system using a radar according to an embodiment of the present invention.

第2圖為一示意圖係顯示依據本發明另一實施例之利用雷達之跌倒偵測系統。 2 is a schematic diagram showing a fall detection system using a radar according to another embodiment of the present invention.

第3圖為一示意圖係顯示依據本發明實施例之在特定空間中利用雷達偵測跌倒之例子。 Figure 3 is a schematic diagram showing an example of using a radar to detect a fall in a particular space in accordance with an embodiment of the present invention.

第4圖為一流程圖係顯示依據本發明實施例之利用雷達之跌倒偵測方法。 Fig. 4 is a flow chart showing a fall detection method using a radar according to an embodiment of the present invention.

第5圖為一示意圖係顯示依據本發明實施例之雷達圖例子。 Figure 5 is a schematic diagram showing an example of a radar chart in accordance with an embodiment of the present invention.

第6圖為一流程圖係顯示依據本發明實施例之判定個體發生跌倒撞態之方法。 Figure 6 is a flow chart showing a method for determining a fall state of an individual in accordance with an embodiment of the present invention.

第7圖為一示意圖係顯示依據本發明實施例之另一雷達圖例子。 Figure 7 is a schematic diagram showing another example of a radar chart in accordance with an embodiment of the present invention.

第8圖為一流程圖係顯示依據本發明另一實施例之判定個體發生跌倒撞態之方法。 Figure 8 is a flow chart showing a method for determining a fall state of an individual in accordance with another embodiment of the present invention.

第9圖為一流程圖係顯示依據本發明另一實施例之判定個體發生跌倒撞態之方法。 Figure 9 is a flow chart showing a method for determining a fall state of an individual in accordance with another embodiment of the present invention.

第10圖為一流程圖係顯示依據本發明另一實施例之判定個體發生跌 倒撞態之方法。 Figure 10 is a flow chart showing the determination of an individual to fall in accordance with another embodiment of the present invention. The method of reverse collision.

第11圖為一流程圖係顯示依據本發明另一實施例之判定個體發生跌倒撞態之方法。 Figure 11 is a flow chart showing a method for determining a fall state of an individual in accordance with another embodiment of the present invention.

第12圖為一流程圖係顯示依據本發明另一實施例之判定個體發生跌倒撞態之方法。 Figure 12 is a flow chart showing a method for determining a fall state of an individual in accordance with another embodiment of the present invention.

第13圖為一示意圖係顯示依據本發明實施例之特定空間之上視圖。 Figure 13 is a schematic view showing a top view of a particular space in accordance with an embodiment of the present invention.

第14圖為一示意圖係顯示依據本發明實施例之具有設定區域之雷達圖例子。 Figure 14 is a schematic diagram showing an example of a radar chart having a set region in accordance with an embodiment of the present invention.

第15圖為一流程圖係顯示依據本發明另一實施例之利用雷達之跌倒偵測方法。 Figure 15 is a flow chart showing a fall detection method using a radar according to another embodiment of the present invention.

第1圖顯示依據本發明實施例之利用雷達之跌倒偵測系統。依據本發明實施例之利用雷達之跌倒偵測系統100至少包括一電子裝置110。電子裝置110包括一無線電波傳送器112、一無線電波接收器114、與一控制器116。無線電波傳送器112可以至少包括一天線112a,用以對於一特定空間發送雷達發送信號。值得注意的是,在一些實施例中,無線電波傳送器112可以更包括一可操控之天線(第1圖中未顯示)。可操控之天線運作時可以調整其發送雷達發送信號之角度。無線電波接收器114可以至少包括一天線114a,用以由特定空間中接收雷達反射信號。類似地,在一些實施例中,無線電波接收器114可以更包括一可操控之天線(第1圖中未顯示)。可操控之天線運作時可以調整其接收雷達反射信號之角度。值得注意的是,在一些實施例中,本發明所採用的雷達技術可以係超聲波雷達、微波雷達、或雷射雷達等。在一些實施例中,無線電波的頻率可以係微波24GHz或毫米波77GHz頻段。必須說明的是,無線電波的頻率、雷達傳輸與接收技術、天線設置之角度可以依據不同需求與應用進行調整,本發明並未限定於任何特定之技術。控制器116可以控制電子裝置110中相關軟體與硬體之作業,其細節將於後進行說明。 Figure 1 shows a fall detection system utilizing a radar in accordance with an embodiment of the present invention. The fall detection system 100 using radar according to an embodiment of the present invention includes at least one electronic device 110. The electronic device 110 includes a radio wave transmitter 112, a radio wave receiver 114, and a controller 116. The radio wave transmitter 112 may include at least one antenna 112a for transmitting a radar transmission signal for a specific space. It should be noted that in some embodiments, the radio wave transmitter 112 may further include a steerable antenna (not shown in FIG. 1). The steerable antenna can be adjusted to the angle at which it sends the radar to transmit signals. The radio wave receiver 114 may include at least one antenna 114a for receiving radar reflection signals from a specific space. Similarly, in some embodiments, radio wave receiver 114 may further include a steerable antenna (not shown in FIG. 1). The steerable antenna can be adjusted to the angle at which it receives the reflected signal from the radar. It should be noted that in some embodiments, the radar technology employed in the present invention may be an ultrasonic radar, a microwave radar, or a laser radar. In some embodiments, the frequency of the radio waves may be in the microwave 24 GHz or millimeter wave 77 GHz band. It should be noted that the frequency of the radio wave, the radar transmission and reception technology, and the angle of the antenna setting can be adjusted according to different needs and applications, and the present invention is not limited to any specific technology. The controller 116 can control the operation of related software and hardware in the electronic device 110, the details of which will be described later.

第2圖顯示依據本發明另一實施例之利用雷達之跌倒偵測系統。依據本發明實施例之利用雷達之跌倒偵測系統100至少包括一電子裝置110。電子裝置110包括一無線電波傳送器112、一無線電波接收器114、一無線網路連接單元118、與一控制器116。無線電波傳送器112可以至少包括一天線112a,用以對於一特定空間發送雷達發送信號。類似地,在一些實施例中,無線電波傳送器112可以更包括一可操控之天線(第2圖中未顯示)。可操控之天線運作時可以調整其發送雷達發送信號之角度。無線電波接收器114可以至少包括一天線114a,用以由特定空間中接收雷達反射信號。類似地,在一些實施例中,無線電波接收器114可以更包括一可操控之天線(第2圖中未顯示)。可操控之天線運作時可以調整其接收雷達反射信號之角度。類似地,在一些實施例中,本發明所採用的雷達技術可以係超聲波雷達、微波雷達、或雷射雷達等。在一些實施例中,無線電波的頻率可以係微波24GHz或毫米波77GHz頻段。必須說明的是,無線電波的頻率、雷達傳輸與接收技術、天線設置之角度可以依據不同需求與應用進行調整,本發明並未限定於任何特定之技術。無線網路連接單元118可以具有一網路接取能力,用以透過一無線網路,如藍芽網路、Wi-Fi網路等與其他具有網路接取能力之電子裝置耦接。值得注意的是,在一些實施例中,無線網路連接單元118可以係具有低耗能技術,如Bluetooth Smart技術之網路連接單元。在Bluetooth Smart技術中有兩種模式,如週邊模式、與中央模式。其中,在中央模式下,網路連接單元可以由其他電子裝置之網路連接單元接收資料,且具有主動連接至其他電子裝置的能力。在週邊模式下,網路連接單元可以將訊號,如自己的辨識資料進行廣播。然而,在週邊模式下網路連接單元無法主動連接至其他電子裝置。在一些實施例中,無線網路連接單元118係處於週邊模式。換言之,無線網路連接單元118具有資料廣播能力,且無線網路連接單元118僅能被動被其他電子裝置連接,而無法主動連接至其他電子裝置。控制器116可以控制電子裝置110中相關軟體與硬體之作業,其細節將於後進行說明。 Fig. 2 shows a fall detection system using a radar according to another embodiment of the present invention. The fall detection system 100 using radar according to an embodiment of the present invention includes at least one electronic device 110. The electronic device 110 includes a radio wave transmitter 112, a radio wave receiver 114, a wireless network connection unit 118, and a controller 116. The radio wave transmitter 112 may include at least one antenna 112a for transmitting a radar transmission signal for a specific space. Similarly, in some embodiments, the radio wave transmitter 112 can further include a steerable antenna (not shown in FIG. 2). The steerable antenna can be adjusted to the angle at which it sends the radar to transmit signals. The radio wave receiver 114 may include at least one antenna 114a for receiving radar reflection signals from a specific space. Similarly, in some embodiments, radio wave receiver 114 may further include a steerable antenna (not shown in FIG. 2). The steerable antenna can be adjusted to the angle at which it receives the reflected signal from the radar. Similarly, in some embodiments, the radar technology employed in the present invention may be an ultrasonic radar, a microwave radar, or a laser radar. In some embodiments, the frequency of the radio waves may be in the microwave 24 GHz or millimeter wave 77 GHz band. It should be noted that the frequency of the radio wave, the radar transmission and reception technology, and the angle of the antenna setting can be adjusted according to different needs and applications, and the present invention is not limited to any specific technology. The wireless network connection unit 118 can have a network access capability for coupling to other electronic devices having network access capabilities through a wireless network, such as a Bluetooth network or a Wi-Fi network. It should be noted that in some embodiments, the wireless network connection unit 118 may be a low energy consuming technology, such as a network connection unit of Bluetooth Smart technology. There are two modes in Bluetooth Smart technology, such as peripheral mode and central mode. Wherein, in the central mode, the network connection unit can receive data from the network connection unit of other electronic devices and has the ability to actively connect to other electronic devices. In the peripheral mode, the network connection unit can broadcast signals, such as their own identification data. However, in peripheral mode, the network connection unit cannot actively connect to other electronic devices. In some embodiments, the wireless network connection unit 118 is in a peripheral mode. In other words, the wireless network connection unit 118 has the data broadcasting capability, and the wireless network connection unit 118 can only be passively connected by other electronic devices, and cannot be actively connected to other electronic devices. The controller 116 can control the operation of related software and hardware in the electronic device 110, the details of which will be described later.

第3圖為顯示依據本發明實施例之在特定空間中利用雷達偵測跌倒之例子。在此例子中,電子裝置110可以設置於一特定空間SS中天花板的正中央的位置。值得注意的是,在一些實施例中,電子裝置110 可以與一電燈泡進行整合,成為一個具有照明功能與雷達偵測功能之裝置。電子裝置110可以利用雷達技術在特定空間SS偵測出一使用者U,並依據雷達所偵測的資料判定使用者U是否發生一跌倒狀態。 Figure 3 is a diagram showing an example of using a radar to detect a fall in a particular space in accordance with an embodiment of the present invention. In this example, the electronic device 110 can be disposed at a position in the center of the ceiling in a specific space SS. It should be noted that in some embodiments, the electronic device 110 It can be integrated with a light bulb to become a device with illumination and radar detection. The electronic device 110 can detect a user U in the specific space SS by using the radar technology, and determine whether the user U has a fall state according to the data detected by the radar.

第4圖顯示依據本發明實施例之利用雷達之跌倒偵測方法。依據本發明實施例之利用雷達之跌倒偵測方法適用於如第1圖之電子裝置。 Fig. 4 shows a fall detection method using a radar according to an embodiment of the present invention. The fall detection method using the radar according to the embodiment of the present invention is applicable to the electronic device as shown in FIG.

首先,如步驟S402,利用具有至少一天線之一無線電波傳送器於一特定空間中傳送複數雷達發送信號。如步驟S404,利用具有至少一天線之一無線電波接收器接收特定空間中之複數雷達反射信號。值得注意的是,在一些實施例中,無線電波傳送器與無線電波接收器可以分別包括一可操控之天線。可操控之天線運作時可以調整其發送/接收雷達信號之角度。值得注意的是,在一些實施例中,本發明所採用的雷達技術可以係超聲波雷達、微波雷達、或雷射雷達等。在一些實施例中,無線電波的頻率可以係微波24GHz或毫米波77GHz頻段。必須說明的是,無線電波的頻率、雷達傳輸與接收技術、天線設置之角度可以依據不同需求與應用進行調整,本發明並未限定於任何特定之技術。如步驟S406,依據傳送之雷達發送信號與接收之雷達反射信號進行一都卜勒分析,從而得知特定空間中之一個體,並如步驟S408,決定個體至電子裝置(無線電波傳送器/無線電波接收器)之一最短距離與個體之一面積。值得注意的是,在一些實施例中,個體的面積可以係個體在雷達圖中所呈現的面積。第5圖顯示依據本發明實施例之雷達圖例子。如圖所示,藉由雷達訊號可以由特定空間SS中判定出一個個體U,且得到個體U至電子裝置110間之距離d1與相應個體U之面積a1。之後,如步驟S410,依據個體至電子裝置間之最短距離與個體之面積判斷個體是否發生一跌倒狀態。 First, in step S402, a complex radar transmission signal is transmitted in a specific space by using a radio wave transmitter having at least one antenna. In step S404, a plurality of radar reflected signals in a specific space are received by a radio wave receiver having at least one antenna. It should be noted that in some embodiments, the radio wave transmitter and the radio wave receiver may each include a steerable antenna. The steerable antenna can be adjusted to the angle at which it transmits/receives the radar signal. It should be noted that in some embodiments, the radar technology employed in the present invention may be an ultrasonic radar, a microwave radar, or a laser radar. In some embodiments, the frequency of the radio waves may be in the microwave 24 GHz or millimeter wave 77 GHz band. It should be noted that the frequency of the radio wave, the radar transmission and reception technology, and the angle of the antenna setting can be adjusted according to different needs and applications, and the present invention is not limited to any specific technology. In step S406, a Doppler analysis is performed according to the transmitted radar signal and the received radar reflected signal to learn one of the specific spaces, and the individual to the electronic device is determined according to step S408 (radio wave transmitter/wireless) One of the shortest distances of the radio wave receiver and one of the individual areas. It is worth noting that in some embodiments, the area of the individual may be the area that the individual presents in the radar map. Figure 5 shows an example of a radar chart in accordance with an embodiment of the present invention. As shown in the figure, an individual U can be determined from the specific space SS by the radar signal, and the distance d1 between the individual U and the electronic device 110 and the area a1 of the corresponding individual U can be obtained. Then, in step S410, it is determined whether the individual has a fall state based on the shortest distance between the individual and the electronic device and the area of the individual.

第6圖顯示依據本發明實施例之判定個體發生跌倒撞態之方法。如步驟S602,判斷個體至電子裝置間之最短距離是否於一既定時間,如1秒內增加一既定距離。當個體至電子裝置間之最短距離並未於既定時間內增加既定距離時(步驟S602的否),繼續步驟S602的判斷。當個體至電子裝置間之最短距離於既定時間內增加既定距離時(步驟S602的是),如步驟S604,判斷個體之面積是否於既定時間內增加一既定面積。當個體之面 積並未於既定時間內增加既定面積時(步驟S604的否),流程回到步驟S602。當個體之面積於既定時間內增加既定面積時(步驟S604的是),如步驟S606,判定個體發生跌倒狀態。第7圖顯示依據本發明實施例之另一雷達圖例子。如圖所示,當既定時間內特定空間SS中之個體U至電子裝置110間之距離由d1增加為d2,相應個體U之面積由a1增加為a2,且d2-d1>既定距離且a2-a1>既定面積時,表示個體U發生跌倒狀態。 Figure 6 is a diagram showing a method of determining an individual's fall state in accordance with an embodiment of the present invention. In step S602, it is determined whether the shortest distance between the individual and the electronic device is at a predetermined time, such as increasing a predetermined distance within one second. When the shortest distance between the individual and the electronic device does not increase the predetermined distance within a predetermined time (NO in step S602), the determination in step S602 is continued. When the shortest distance between the individual and the electronic device is increased by a predetermined distance within a predetermined time (YES in step S602), in step S604, it is determined whether the area of the individual is increased by a predetermined area within a predetermined time. When the face of the individual When the product does not increase the predetermined area within a predetermined time (NO in step S604), the flow returns to step S602. When the area of the individual is increased by the predetermined area within a predetermined time (YES in step S604), in step S606, it is determined that the individual has a fall state. Figure 7 shows an example of another radar chart in accordance with an embodiment of the present invention. As shown, when the distance between the individual U and the electronic device 110 in the specific space SS is increased from d1 to d2 within a predetermined time, the area of the corresponding individual U is increased from a1 to a2, and d2-d1>the predetermined distance and a2- A1> When the area is set, it means that the individual U has a fall state.

第8圖顯示依據本發明實施例之判定個體發生跌倒撞態之方法。如步驟S802,判斷個體至電子裝置間之最短距離是否於一既定時間內增加一既定距離。當個體至電子裝置間之最短距離並未於既定時間內增加既定距離時(步驟S802的否),繼續步驟S802的判斷。當個體至電子裝置間之最短距離於既定時間內增加既定距離時(步驟S802的是),如步驟S804,判斷個體之面積是否於既定時間內增加一既定面積。當個體之面積並未於既定時間內增加既定面積時(步驟S804的否),流程回到步驟S802。當個體之面積於既定時間內增加既定面積時(步驟S804的是),如步驟S806,判斷個體增加後之最短距離與面積是否大體上維持不變一既定期間,如30秒。當個體增加後之最短距離與面積並未大體上維持不變既定期間(步驟S806的否),流程回到步驟S802。當個體增加後之最短距離與面積大體上維持不變既定期間(步驟S806的是),如步驟S808,判定個體發生跌倒狀態。 Figure 8 is a diagram showing a method of determining a fall state of an individual in accordance with an embodiment of the present invention. In step S802, it is determined whether the shortest distance between the individual and the electronic device is increased by a predetermined distance within a predetermined time. When the shortest distance between the individual and the electronic device does not increase the predetermined distance within a predetermined time (NO in step S802), the determination in step S802 is continued. When the shortest distance between the individual and the electronic device is increased by a predetermined distance within a predetermined time (YES in step S802), in step S804, it is determined whether the area of the individual is increased by a predetermined area within a predetermined time. When the area of the individual does not increase the predetermined area within a predetermined time (NO in step S804), the flow returns to step S802. When the area of the individual increases the predetermined area within a predetermined time (Yes in step S804), as in step S806, it is determined whether the shortest distance and the area after the increase of the individual are substantially maintained for a predetermined period, such as 30 seconds. When the shortest distance and area after the increase of the individual are not substantially maintained for a predetermined period (NO in step S806), the flow returns to step S802. When the shortest distance and the area after the increase of the individual are substantially maintained for a predetermined period (YES in step S806), as in step S808, it is determined that the individual has a fall state.

第9圖顯示依據本發明另一實施例之判定個體發生跌倒撞態之方法。如步驟S902,判斷個體至電子裝置間之最短距離是否於一既定時間內增加一既定距離。當個體至電子裝置間之最短距離並未於既定時間內增加既定距離時(步驟S902的否),繼續步驟S902的判斷。當個體至電子裝置間之最短距離於既定時間內增加既定距離時(步驟S902的是),如步驟S904,判斷個體之面積是否於既定時間內增加一既定面積。當個體之面積並未於既定時間內增加既定面積時(步驟S904的否),流程回到步驟S902。當個體之面積於既定時間內增加既定面積時(步驟S904的是),如步驟S906,判定個體發生跌倒狀態。接著,如步驟S908,由個體中決定一節奏移動部位,且偵測節奏移動部位之一移動狀態。值得注意的是,在一些實施例中,節奏移動部位包括一肺部、一心臟、與/或一胸部。類似地,在一些實施例中,當最短距離於既定時間內增加既定距離且面積於既定時間內增加既定 面積時,可以判斷個體增加後之最短距離與面積是否大體上維持不變一既定期間。當個體增加後之最短距離與面積大體上維持不變既定期間時,判定個體發生跌倒狀態。 Figure 9 is a diagram showing a method of determining a fall state of an individual in accordance with another embodiment of the present invention. In step S902, it is determined whether the shortest distance between the individual and the electronic device is increased by a predetermined distance within a predetermined time. When the shortest distance between the individual and the electronic device does not increase the predetermined distance within a predetermined time (NO in step S902), the determination in step S902 is continued. When the shortest distance between the individual and the electronic device is increased by a predetermined distance within a predetermined time (YES in step S902), in step S904, it is determined whether the area of the individual is increased by a predetermined area within a predetermined time. When the area of the individual does not increase the predetermined area within a predetermined time (NO in step S904), the flow returns to step S902. When the area of the individual is increased by the predetermined area within a predetermined time (YES in step S904), as in step S906, it is determined that the individual has a fall state. Next, in step S908, a rhythm moving part is determined from the individual, and one of the rhythm moving parts is detected to be in a moving state. It is worth noting that in some embodiments, the rhythm moving portion includes a lung, a heart, and/or a chest. Similarly, in some embodiments, when the shortest distance is increased within a predetermined time, the predetermined distance is increased and the area is increased within a predetermined time. In the area, it can be judged whether the shortest distance and area after the increase of the individual are substantially maintained for a predetermined period. When the shortest distance and the area after the increase of the individual are substantially maintained for a predetermined period, the individual is judged to have a fall state.

第10圖顯示依據本發明另一實施例之判定個體發生跌倒撞態之方法。如步驟S1002,判斷個體至電子裝置間之最短距離是否於一既定時間內增加一既定距離。當個體至電子裝置間之最短距離並未於既定時間內增加既定距離時(步驟S1002的否),繼續步驟S1002的判斷。當個體至電子裝置間之最短距離於既定時間內增加既定距離時(步驟S1002的是),如步驟S1004,判斷個體之面積是否於既定時間內增加一既定面積。當個體之面積並未於既定時間內增加既定面積時(步驟S1004的否),流程回到步驟S1002。當個體之面積於既定時間內增加既定面積時(步驟S1004的是),如步驟S1006,判定個體發生跌倒狀態。接著,如步驟S1008,利用一無線網路連接單元透過一無線網路發送一跌倒通知。如前所述,無線網路連接單元可以具有一網路接取能力,用以透過一無線網路,如藍芽網路、Wi-Fi網路等與其他具有網路接取能力之電子裝置耦接。值得注意的是,在一些實施例中,無線網路連接單元可以係具有低耗能技術,如Bluetooth Smart技術之網路連接單元。在Bluetooth Smart技術中有兩種模式,如週邊模式、與中央模式。其中,在中央模式下,網路連接單元可以由其他電子裝置之網路連接單元接收資料,且具有主動連接至其他電子裝置的能力。在週邊模式下,網路連接單元可以將訊號,如自己的辨識資料進行廣播。然而,在週邊模式下網路連接單元無法主動連接至其他電子裝置。在一些實施例中,無線網路連接單元係處於週邊模式。換言之,無線網路連接單元具有資料廣播能力,且無線網路連接單元僅能被動被其他電子裝置連接,而無法主動連接至其他電子裝置。值得注意的是,在一些實施例中,跌倒通知可以係透過一無線網路傳送至一網路伺服器。在一些實施例中,跌倒通知可以係透過一無線網路傳送至一特定的受信端,如個體的家人或看護者。必須提醒的是,前述跌倒通知之傳遞僅為本案之例子,本發明並未限定於此。 Figure 10 is a diagram showing a method of determining a fall state of an individual in accordance with another embodiment of the present invention. In step S1002, it is determined whether the shortest distance between the individual and the electronic device is increased by a predetermined distance within a predetermined time. When the shortest distance between the individual and the electronic device does not increase the predetermined distance within a predetermined time (NO in step S1002), the determination in step S1002 is continued. When the shortest distance between the individual and the electronic device is increased by a predetermined distance within a predetermined time (YES in step S1002), in step S1004, it is determined whether the area of the individual is increased by a predetermined area within a predetermined time. When the area of the individual does not increase the predetermined area within a predetermined time (NO in step S1004), the flow returns to step S1002. When the area of the individual is increased by a predetermined area within a predetermined time (YES in step S1004), in step S1006, it is determined that the individual has a fall state. Then, in step S1008, a fall notification is sent through a wireless network by using a wireless network connection unit. As mentioned above, the wireless network connection unit can have a network access capability for accessing other electronic devices having network access capabilities through a wireless network such as a Bluetooth network or a Wi-Fi network. Coupling. It should be noted that in some embodiments, the wireless network connection unit may be a low energy consuming technology, such as a network connection unit of Bluetooth Smart technology. There are two modes in Bluetooth Smart technology, such as peripheral mode and central mode. Wherein, in the central mode, the network connection unit can receive data from the network connection unit of other electronic devices and has the ability to actively connect to other electronic devices. In the peripheral mode, the network connection unit can broadcast signals, such as their own identification data. However, in peripheral mode, the network connection unit cannot actively connect to other electronic devices. In some embodiments, the wireless network connection unit is in a peripheral mode. In other words, the wireless network connection unit has the data broadcasting capability, and the wireless network connection unit can only be passively connected by other electronic devices, and cannot actively connect to other electronic devices. It is worth noting that in some embodiments, the fall notification can be transmitted to a network server over a wireless network. In some embodiments, the fall notification may be transmitted over a wireless network to a particular trusted end, such as an individual's family or caregiver. It must be reminded that the delivery of the aforementioned fall notification is only an example of the present case, and the present invention is not limited thereto.

類似地,在一些實施例中,當最短距離於既定時間內增加既定距離且面積於既定時間內增加既定面積時,可以判斷個體增加後之最短距離與面積是否大體上維持不變一既定期間。當個體增加後之最短距離 與面積大體上維持不變既定期間時,判定個體發生跌倒狀態。在一些實施例中,當判定個體發生跌倒撞態時,可以由個體中決定一節奏移動部位,且偵測節奏移動部位之一移動狀態。值得注意的是,在一些實施例中,節奏移動部位包括一肺部、一心臟、與/或一胸部。在一些實施例中,前述跌倒通知中可以包括個體之節奏移動部位的移動狀態。 Similarly, in some embodiments, when the shortest distance is increased by a predetermined distance for a predetermined time and the area is increased by a predetermined area for a predetermined time, it can be determined whether the shortest distance and the area after the increase of the individual are substantially maintained for a predetermined period. The shortest distance after an individual increases When the area is substantially maintained for a predetermined period, the individual is judged to have a fall state. In some embodiments, when it is determined that the individual has a fall collision state, a rhythm moving portion may be determined by the individual, and one of the rhythm moving portions is detected to be in a moving state. It is worth noting that in some embodiments, the rhythm moving portion includes a lung, a heart, and/or a chest. In some embodiments, the aforementioned fall notification may include a movement state of the individual's rhythm moving portion.

第11圖顯示依據本發明另一實施例之判定個體發生跌倒撞態之方法。如步驟S1102,判斷個體至電子裝置間之最短距離是否於一既定時間內增加一既定距離。當個體至電子裝置間之最短距離並未於既定時間內增加既定距離時(步驟S1102的否),繼續步驟S1102的判斷。當個體至電子裝置間之最短距離於既定時間內增加既定距離時(步驟S1102的是),如步驟S1104,判斷個體之面積是否於既定時間內增加一既定面積。當個體之面積並未於既定時間內增加既定面積時(步驟S1104的否),流程回到步驟S1102。當個體之面積於既定時間內增加既定面積時(步驟S1104的是),如步驟S1106,判定個體發生跌倒狀態。接著,如步驟S1108,執行一倒數計時作業。舉例來說,倒數計時作業可以從一既定秒數,如30秒來開始倒數。如步驟S1110,判斷倒數計時作業是否結束。當倒數計時作業並未結束時(步驟S1110的否),繼續步驟S1110的判斷。當倒數計時作業結束時(步驟S1110的是),如步驟S1112,利用一無線網路連接單元透過一無線網路發送一跌倒通知。如前所述,無線網路連接單元可以具有一網路接取能力,用以透過一無線網路,如藍芽網路、Wi-Fi網路等與其他具有網路接取能力之電子裝置耦接。值得注意的是,在一些實施例中,無線網路連接單元可以係具有低耗能技術,如Bluetooth Smart技術之網路連接單元。在Bluetooth Smart技術中有兩種模式,如週邊模式、與中央模式。其中,在中央模式下,網路連接單元可以由其他電子裝置之網路連接單元接收資料,且具有主動連接至其他電子裝置的能力。在週邊模式下,網路連接單元可以將訊號,如自己的辨識資料進行廣播。然而,在週邊模式下網路連接單元無法主動連接至其他電子裝置。在一些實施例中,無線網路連接單元係處於週邊模式。換言之,無線網路連接單元具有資料廣播能力,且無線網路連接單元僅能被動被其他電子裝置連接,而無法主動連接至其他電子裝置。類似地,在一些實施例中,跌倒通知可以係透過一無線網路傳送至一網路伺服器。在 一些實施例中,跌倒通知可以係透過一無線網路傳送至一特定的受信端,如個體的家人或看護者。必須提醒的是,前述跌倒通知之傳遞僅為本案之例子,本發明並未限定於此。 Figure 11 is a diagram showing a method of determining a fall state of an individual in accordance with another embodiment of the present invention. In step S1102, it is determined whether the shortest distance between the individual and the electronic device is increased by a predetermined distance within a predetermined time. When the shortest distance between the individual and the electronic device does not increase the predetermined distance within a predetermined time (NO in step S1102), the determination in step S1102 is continued. When the shortest distance between the individual and the electronic device is increased by a predetermined distance within a predetermined time (YES in step S1102), in step S1104, it is determined whether the area of the individual is increased by a predetermined area within a predetermined time. When the area of the individual does not increase the predetermined area within a predetermined time (NO in step S1104), the flow returns to step S1102. When the area of the individual is increased by a predetermined area within a predetermined time (YES in step S1104), as in step S1106, it is determined that the individual has a fall state. Next, in step S1108, a countdown operation is performed. For example, a countdown job can start counting from a predetermined number of seconds, such as 30 seconds. In step S1110, it is judged whether or not the countdown job is ended. When the countdown operation has not ended (NO in step S1110), the determination in step S1110 is continued. When the countdown operation ends (YES in step S1110), in step S1112, a fall notification is transmitted through a wireless network using a wireless network connection unit. As mentioned above, the wireless network connection unit can have a network access capability for accessing other electronic devices having network access capabilities through a wireless network such as a Bluetooth network or a Wi-Fi network. Coupling. It should be noted that in some embodiments, the wireless network connection unit may be a low energy consuming technology, such as a network connection unit of Bluetooth Smart technology. There are two modes in Bluetooth Smart technology, such as peripheral mode and central mode. Wherein, in the central mode, the network connection unit can receive data from the network connection unit of other electronic devices and has the ability to actively connect to other electronic devices. In the peripheral mode, the network connection unit can broadcast signals, such as their own identification data. However, in peripheral mode, the network connection unit cannot actively connect to other electronic devices. In some embodiments, the wireless network connection unit is in a peripheral mode. In other words, the wireless network connection unit has the data broadcasting capability, and the wireless network connection unit can only be passively connected by other electronic devices, and cannot actively connect to other electronic devices. Similarly, in some embodiments, the fall notification can be transmitted to a web server over a wireless network. in In some embodiments, the fall notification may be transmitted over a wireless network to a particular trusted end, such as an individual's family or caregiver. It must be reminded that the delivery of the aforementioned fall notification is only an example of the present case, and the present invention is not limited thereto.

類似地,在一些實施例中,當最短距離於既定時間內增加既定距離且面積於既定時間內增加既定面積時,可以判斷個體增加後之最短距離與面積是否大體上維持不變一既定期間。當個體增加後之最短距離與面積大體上維持不變既定期間時,判定個體發生跌倒狀態。在一些實施例中,當判定個體發生跌倒撞態時,可以由個體中決定一節奏移動部位,且偵測節奏移動部位之一移動狀態。值得注意的是,在一些實施例中,節奏移動部位包括一肺部、一心臟、與/或一胸部。在一些實施例中,前述跌倒通知中可以包括個體之節奏移動部位的移動狀態。 Similarly, in some embodiments, when the shortest distance is increased by a predetermined distance for a predetermined time and the area is increased by a predetermined area for a predetermined time, it can be determined whether the shortest distance and the area after the increase of the individual are substantially maintained for a predetermined period. When the shortest distance and the area after the increase of the individual are substantially maintained for a predetermined period, the individual is judged to have a fall state. In some embodiments, when it is determined that the individual has a fall collision state, a rhythm moving portion may be determined by the individual, and one of the rhythm moving portions is detected to be in a moving state. It is worth noting that in some embodiments, the rhythm moving portion includes a lung, a heart, and/or a chest. In some embodiments, the aforementioned fall notification may include a movement state of the individual's rhythm moving portion.

第12圖顯示依據本發明另一實施例之判定個體發生跌倒撞態之方法。如步驟S1202,判斷個體至電子裝置間之最短距離是否於一既定時間內增加一既定距離。當個體至電子裝置間之最短距離並未於既定時間內增加既定距離時(步驟S1202的否),繼續步驟S1202的判斷。當個體至電子裝置間之最短距離於既定時間內增加既定距離時(步驟S1202的是),如步驟S1204,判斷個體之面積是否於既定時間內增加一既定面積。當個體之面積並未於既定時間內增加既定面積時(步驟S1204的否),流程回到步驟S1202。當個體之面積於既定時間內增加既定面積時(步驟S1204的是),如步驟S1206,判定個體發生跌倒狀態。接著,如步驟S1208,執行一倒數計時作業。舉例來說,倒數計時作業可以從一既定秒數,如30秒來開始倒數。如步驟S1210,判斷倒數計時作業是否結束。當倒數計時作業並未結束時(步驟S1210的否),如步驟S1212,判斷是否接收到一中斷指示。值得注意的是,在一些實施例中,可以利用一特定裝置,如前述電子裝置110或一智慧型手機之一顯示單元透過一使用者介面顯示倒數計時作業。前述中斷指示可以透過特定裝置之一輸入單元,如觸控式螢幕來接收。當並未接收到中斷指示時(步驟S1212的否),流程回到步驟S1210。當接收到中斷指示時(步驟S1212的是),結束流程。當倒數計時作業結束時(步驟S1210的是),如步驟S1214,利用一無線網路連接單元透過一無線網路發送一跌倒通知。如前所述,無線網路連接單元可以具有一網路接取能力,用以透過一無線網路, 如藍芽網路、Wi-Fi網路等與其他具有網路接取能力之電子裝置耦接。值得注意的是,在一些實施例中,無線網路連接單元可以係具有低耗能技術,如Bluetooth Smart技術之網路連接單元。在Bluetooth Smart技術中有兩種模式,如週邊模式、與中央模式。其中,在中央模式下,網路連接單元可以由其他電子裝置之網路連接單元接收資料,且具有主動連接至其他電子裝置的能力。在週邊模式下,網路連接單元可以將訊號,如自己的辨識資料進行廣播。然而,在週邊模式下網路連接單元無法主動連接至其他電子裝置。在一些實施例中,無線網路連接單元係處於週邊模式。換言之,無線網路連接單元具有資料廣播能力,且無線網路連接單元僅能被動被其他電子裝置連接,而無法主動連接至其他電子裝置。類似地,在一些實施例中,跌倒通知可以係透過一無線網路傳送至一網路伺服器。在一些實施例中,跌倒通知可以係透過一無線網路傳送至一特定的受信端,如個體的家人或看護者。必須提醒的是,前述跌倒通知之傳遞僅為本案之例子,本發明並未限定於此。 Figure 12 is a diagram showing a method of determining a fall state of an individual in accordance with another embodiment of the present invention. In step S1202, it is determined whether the shortest distance between the individual and the electronic device is increased by a predetermined distance within a predetermined time. When the shortest distance between the individual and the electronic device does not increase the predetermined distance within a predetermined time (NO in step S1202), the determination in step S1202 is continued. When the shortest distance between the individual and the electronic device is increased by a predetermined distance within a predetermined time (YES in step S1202), in step S1204, it is determined whether the area of the individual is increased by a predetermined area within a predetermined time. When the area of the individual does not increase the predetermined area within a predetermined time (NO in step S1204), the flow returns to step S1202. When the area of the individual is increased by a predetermined area within a predetermined time (YES in step S1204), in step S1206, it is determined that the individual has a fall state. Next, in step S1208, a countdown operation is performed. For example, a countdown job can start counting from a predetermined number of seconds, such as 30 seconds. In step S1210, it is judged whether or not the countdown job is ended. When the countdown operation has not ended (NO in step S1210), in step S1212, it is judged whether or not an interrupt instruction is received. It should be noted that in some embodiments, a specific device, such as the electronic device 110 or a smart phone, may display a countdown operation through a user interface. The aforementioned interrupt indication can be received through an input unit of a specific device, such as a touch screen. When the interrupt instruction has not been received (NO in step S1212), the flow returns to step S1210. When the interrupt instruction is received (YES in step S1212), the flow is ended. When the countdown operation ends (YES in step S1210), in step S1214, a fall notification is transmitted through a wireless network using a wireless network connection unit. As mentioned above, the wireless network connection unit can have a network access capability for accessing a wireless network. For example, a Bluetooth network, a Wi-Fi network, and the like are coupled to other electronic devices having network access capabilities. It should be noted that in some embodiments, the wireless network connection unit may be a low energy consuming technology, such as a network connection unit of Bluetooth Smart technology. There are two modes in Bluetooth Smart technology, such as peripheral mode and central mode. Wherein, in the central mode, the network connection unit can receive data from the network connection unit of other electronic devices and has the ability to actively connect to other electronic devices. In the peripheral mode, the network connection unit can broadcast signals, such as their own identification data. However, in peripheral mode, the network connection unit cannot actively connect to other electronic devices. In some embodiments, the wireless network connection unit is in a peripheral mode. In other words, the wireless network connection unit has the data broadcasting capability, and the wireless network connection unit can only be passively connected by other electronic devices, and cannot actively connect to other electronic devices. Similarly, in some embodiments, the fall notification can be transmitted to a web server over a wireless network. In some embodiments, the fall notification may be transmitted over a wireless network to a particular trusted end, such as an individual's family or caregiver. It must be reminded that the delivery of the aforementioned fall notification is only an example of the present case, and the present invention is not limited thereto.

類似地,在一些實施例中,當最短距離於既定時間內增加既定距離且面積於既定時間內增加既定面積時,可以判斷個體增加後之最短距離與面積是否大體上維持不變一既定期間。當個體增加後之最短距離與面積大體上維持不變既定期間時,判定個體發生跌倒狀態。在一些實施例中,當判定個體發生跌倒撞態時,可以由個體中決定一節奏移動部位,且偵測節奏移動部位之一移動狀態。值得注意的是,在一些實施例中,節奏移動部位包括一肺部、一心臟、與/或一胸部。在一些實施例中,前述跌倒通知中可以包括個體之節奏移動部位的移動狀態。 Similarly, in some embodiments, when the shortest distance is increased by a predetermined distance for a predetermined time and the area is increased by a predetermined area for a predetermined time, it can be determined whether the shortest distance and the area after the increase of the individual are substantially maintained for a predetermined period. When the shortest distance and the area after the increase of the individual are substantially maintained for a predetermined period, the individual is judged to have a fall state. In some embodiments, when it is determined that the individual has a fall collision state, a rhythm moving portion may be determined by the individual, and one of the rhythm moving portions is detected to be in a moving state. It is worth noting that in some embodiments, the rhythm moving portion includes a lung, a heart, and/or a chest. In some embodiments, the aforementioned fall notification may include a movement state of the individual's rhythm moving portion.

提醒的是,除了偵測個體是否跌倒之外,本案亦可偵測個體於特定空間中之作息狀態。在第13圖中,特定空間SS中可以設定一設定區域SA,且個體U可以在特定空間SS中移動。第14圖顯示特定空間SS中具有設定區域SA之雷達圖例子。 The reminder is that in addition to detecting whether an individual has fallen, the case can also detect the state of the individual's work in a particular space. In Fig. 13, a set area SA can be set in the specific space SS, and the individual U can move in the specific space SS. Fig. 14 shows an example of a radar chart having a set area SA in a specific space SS.

第15顯示依據本發明另一實施例之利用雷達之跌倒偵測方法。 A fifteenth display shows a fall detection method using a radar according to another embodiment of the present invention.

如步驟S1502,利用具有至少一天線之一無線電波傳送器於一特定空間中傳送複數雷達發送信號。如步驟S1504,利用具有至少一天線 之一無線電波接收器接收特定空間中之複數雷達反射信號。類似地,在一些實施例中,無線電波傳送器與無線電波接收器可以分別包括一可操控之天線。可操控之天線運作時可以調整其發送/接收雷達信號之角度。提醒的是,在一些實施例中,本發明所採用的雷達技術可以係超聲波雷達、微波雷達、或雷射雷達等。在一些實施例中,無線電波的頻率可以係微波24GHz或毫米波77GHz頻段。必須說明的是,無線電波的頻率、雷達傳輸與接收技術、天線設置之角度可以依據不同需求與應用進行調整,本發明並未限定於任何特定之技術。如步驟S1506,依據傳送之雷達發送信號與接收之雷達反射信號進行一都卜勒分析,從而得知特定空間中之一個體。接著,如步驟S1508,依據傳送之雷達發送信號與接收之雷達反射信號判斷個體進入與/或離開特定空間中設定區域之狀態,並如步驟S1510,產生相應個體之一作息資料。值得注意的是,在一些實施例中,作息資料可以定期地產生,並透過網路傳送給特定收信端。 In step S1502, the complex radar transmission signal is transmitted in a specific space by using one of the at least one antenna radio wave transmitters. In step S1504, using at least one antenna One of the radio wave receivers receives a plurality of radar reflected signals in a particular space. Similarly, in some embodiments, the radio wave transmitter and the radio wave receiver can each include a steerable antenna. The steerable antenna can be adjusted to the angle at which it transmits/receives the radar signal. It is to be noted that in some embodiments, the radar technology employed in the present invention may be an ultrasonic radar, a microwave radar, or a laser radar. In some embodiments, the frequency of the radio waves may be in the microwave 24 GHz or millimeter wave 77 GHz band. It should be noted that the frequency of the radio wave, the radar transmission and reception technology, and the angle of the antenna setting can be adjusted according to different needs and applications, and the present invention is not limited to any specific technology. In step S1506, a Doppler analysis is performed according to the transmitted radar transmission signal and the received radar reflection signal, thereby learning one individual in a specific space. Next, in step S1508, the state of the individual entering and/or leaving the set region in the specific space is determined according to the transmitted radar transmission signal and the received radar reflection signal, and in step S1510, one of the corresponding individuals is prepared. It should be noted that in some embodiments, the work schedule data may be generated periodically and transmitted to a specific recipient via the network.

因此,透過本案之利用雷達之跌倒偵測系統及方法可以利用雷達技術判斷空間中之個體,並依據雷達所偵測相應個體之距離與個體的面積來判斷個體是否跌倒,從而增加跌倒判定之準確性。 Therefore, through the use of radar fall detection system and method in this case, radar technology can be used to judge individuals in space, and according to the distance detected by the radar and the area of the individual to determine whether the individual falls, thereby increasing the accuracy of the fall determination. Sex.

本發明之方法,或特定型態或其部份,可以以程式碼的型態存在。程式碼可以包含於實體媒體,如軟碟、光碟片、硬碟、或是任何其他機器可讀取(如電腦可讀取)儲存媒體,亦或不限於外在形式之電腦程式產品,其中,當程式碼被機器,如電腦載入且執行時,此機器變成用以參與本發明之裝置。程式碼也可以透過一些傳送媒體,如電線或電纜、光纖、或是任何傳輸型態進行傳送,其中,當程式碼被機器,如電腦接收、載入且執行時,此機器變成用以參與本發明之裝置。當在一般用途處理單元實作時,程式碼結合處理單元提供一操作類似於應用特定邏輯電路之獨特裝置。 The method of the invention, or a particular type or portion thereof, may exist in the form of a code. The code may be included in a physical medium such as a floppy disk, a CD, a hard disk, or any other machine readable (such as computer readable) storage medium, or is not limited to an external computer program product, wherein When the code is loaded and executed by a machine, such as a computer, the machine becomes a device for participating in the present invention. The code can also be transmitted via some transmission medium, such as a wire or cable, fiber optics, or any transmission type, where the machine becomes part of the program when it is received, loaded, and executed by a machine, such as a computer. Invented device. When implemented in a general purpose processing unit, the code combination processing unit provides a unique means of operation similar to application specific logic.

雖然本發明已以較佳實施例揭露如上,然其並非用以限定本發明,任何熟悉此項技藝者,在不脫離本發明之精神和範圍內,當可做些許更動與潤飾,因此本發明之保護範圍當視後附之申請專利範圍所界定者為準。 While the present invention has been described in its preferred embodiments, the present invention is not intended to limit the invention, and the present invention may be modified and modified without departing from the spirit and scope of the invention. The scope of protection is subject to the definition of the scope of the patent application.

Claims (19)

一種利用雷達之跌倒偵測系統,適用於一電子裝置,包括:一無線電波傳送器,具有至少一天線,用以組態來於一特定空間中傳送複數雷達發送信號;一無線電波接收器,具有至少一天線,用以組態來接收該特定空間中之複數雷達反射信號;一控制器,耦接至該無線電波傳送器與該無線電波接收器,用以組態來依據該等雷達發送信號與該等雷達反射信號進行一都卜勒分析,從而得知該特定空間中之一個體,決定該個體至該電子裝置之一最短距離與該個體之一面積,且依據該個體至該電子裝置間之該最短距離與該個體之該面積判斷該個體是否發生一跌倒狀態。 A fall detection system using a radar, applicable to an electronic device, comprising: a radio wave transmitter having at least one antenna configured to transmit a plurality of radar transmission signals in a specific space; a radio wave receiver, Having at least one antenna configured to receive a plurality of radar reflected signals in the particular space; a controller coupled to the radio wave transmitter and the radio wave receiver for configuring to transmit according to the radar Performing a Doppler analysis on the signal and the radar reflected signals to learn an individual in the specific space, determining the shortest distance of the individual to one of the electronic devices and an area of the individual, and according to the individual to the electronic The shortest distance between the devices and the area of the individual determines whether the individual has a fall condition. 根據申請專利範圍第1項之利用雷達之跌倒偵測系統,其中該控制器更判斷該個體至該電子裝置間之該最短距離是否於一既定時間內增加一既定距離,且該個體之該面積是否於該既定時間內增加一既定面積,當該最短距離於該既定時間內增加該既定距離且該面積於該既定時間內增加該既定面積時,判定該個體發生該跌倒狀態。 The fall detection system using the radar according to claim 1, wherein the controller further determines whether the shortest distance between the individual and the electronic device is increased by a predetermined distance within a predetermined time, and the area of the individual Whether a predetermined area is added within the predetermined time, and when the shortest distance increases the predetermined distance within the predetermined time and the area increases the predetermined area within the predetermined time, determining that the individual has the falling state occurs. 根據申請專利範圍第2項之利用雷達之跌倒偵測系統,其中當該最短距離於該既定時間內增加該既定距離且該面積於該既定時間內增加該既定面積時,該控制器更判斷該個體增加後之該最短距離與該面積是否大體上維持不變一既定期間,當該個體增加後之該最短距離與該面積大體上維持不變該既定期間時,判定該個體發生該跌倒狀態。 The radar fall detection system according to claim 2, wherein the controller further determines when the shortest distance increases the predetermined distance within the predetermined time and the area increases the predetermined area within the predetermined time Whether the shortest distance after the increase of the individual and the area remain substantially unchanged for a predetermined period, when the shortest distance after the increase of the individual and the area remain substantially unchanged for the predetermined period, the individual is determined to have the fall state. 根據申請專利範圍第1項之利用雷達之跌倒偵測系統,其中該特定區域中包括一設定區域,該控制器更依據該等雷達發送信號與該等雷達反射信號判斷該個體是否進入或離開該設定區域,從而記錄相應該個體之一作息資料。 The fall detection system using the radar according to the first aspect of the patent application, wherein the specific area includes a set area, and the controller further determines, according to the radar transmission signals and the radar reflection signals, whether the individual enters or leaves the The area is set to record the work schedule information of the corresponding individual. 根據申請專利範圍第1項之利用雷達之跌倒偵測系統,其中當該個體發生該跌倒狀態時,該控制器更由該個體中決定一節奏移動部位,且偵測該節奏移動部位之一移動狀態。 According to claim 1, the fall detection system using the radar, wherein when the individual has the fall state, the controller further determines a rhythm moving part from the individual, and detects one of the rhythm moving parts to move. status. 根據申請專利範圍第5項之利用雷達之跌倒偵測系統,其中該節奏移動部位包括一肺部、一心臟、或一胸部。 A fall detection system using a radar according to claim 5, wherein the rhythm moving portion includes a lung, a heart, or a chest. 根據申請專利範圍第5項之利用雷達之跌倒偵測系統,更包括一無線網路連接單元,其中當該個體發生該跌倒狀態時,該控制器利用該無線網路連接單元透過一無線網路發送一跌倒通知,其中該跌倒通知包括該節奏移動部位之該移動狀態。 The radar fall detection system according to claim 5, further comprising a wireless network connection unit, wherein when the individual is in the fall state, the controller uses the wireless network connection unit to pass through a wireless network A fall notification is sent, wherein the fall notification includes the movement state of the rhythm moving portion. 根據申請專利範圍第7項之利用雷達之跌倒偵測系統,其中當該個體發生該跌倒狀態時,該控制器更執行一倒數計時作業,並於該倒數計時作業結束後透過該無線網路發送該跌倒通知。 The radar fall detection system according to claim 7 , wherein when the individual has the fall state, the controller performs a countdown operation and transmits the wireless network after the countdown operation ends. The fall notification. 根據申請專利範圍第8項之利用雷達之跌倒偵測系統,其中當該個體發生該跌倒狀態時,該控制器更利用一特定裝置透過一使用者介面顯示該倒數計時作業,且判斷該倒數計時作業結束前是否接收到一中斷指示,當該倒數計時作業結束前接收到該中斷指示時,取消相應該跌倒通知之發送。 According to claim 8 of the invention, in the fall detection system using the radar, when the individual has the fall state, the controller further displays the countdown operation through a user interface by using a specific device, and determines the countdown operation. Whether an interrupt indication is received before the end of the job, and when the interrupt indication is received before the end of the countdown operation, the transmission of the corresponding fall notification is canceled. 一種利用雷達之跌倒偵測方法,適用於一電子裝置,包括下列步驟:利用具有至少一天線之一無線電波傳送器於一特定空間中傳送複數雷達發送信號;利用具有至少一天線之一無線電波接收器接收該特定空間中之複數雷達反射信號;依據該等雷達發送信號與該等雷達反射信號進行一都卜勒分析,從而得知該特定空間中之一個體;決定該個體至該電子裝置之一最短距離與該個體之一面積;以及依據該個體至該電子裝置間之該最短距離與該個體之該面積判斷該個體是否發生一跌倒狀態。 A fall detection method using a radar, which is applicable to an electronic device, comprising the steps of: transmitting a complex radar transmission signal in a specific space by using a radio wave transmitter having at least one antenna; using a radio wave having at least one antenna Receiving, by the receiver, a plurality of radar reflection signals in the specific space; performing a Doppler analysis on the radar transmission signals and the radar reflection signals to learn an individual in the specific space; determining the individual to the electronic device One of the shortest distances and one of the areas of the individual; and determining whether the individual has a fall state based on the shortest distance between the individual and the electronic device and the area of the individual. 根據申請專利範圍第10項之利用雷達之跌倒偵測方法,更包括下列步驟:判斷該個體至該電子裝置間之該最短距離是否於一既定時間內增加一既定距離;判斷該個體之該面積是否於該既定時間內增加一既定面積;以及當該最短距離於該既定時間內增加該既定距離且該面積於該既定時間內增加該既定面積時,判定該個體發生該跌倒狀態。 The method for detecting a fall using the radar according to claim 10 of the patent application scope further includes the following steps: determining whether the shortest distance between the individual and the electronic device is increased by a predetermined distance within a predetermined time; determining the area of the individual Whether to increase a predetermined area within the predetermined time; and when the shortest distance increases the predetermined distance within the predetermined time and the area increases the predetermined area within the predetermined time, determining that the individual has the falling state. 根據申請專利範圍第11項之利用雷達之跌倒偵測方法,更包括下列步驟: 當該最短距離於該既定時間內增加該既定距離且該面積於該既定時間內增加該既定面積時,判斷該個體增加後之該最短距離與該面積是否大體上維持不變一既定期間;以及當該個體增加後之該最短距離與該面積大體上維持不變該既定期間時,判定該個體發生該跌倒狀態。 According to the claim 11 of the patent application, the method for detecting the fall of the radar includes the following steps: When the shortest distance increases the predetermined distance within the predetermined time and the area increases the predetermined area within the predetermined time, determining whether the shortest distance after the increase of the individual and the area remain substantially unchanged for a predetermined period; When the shortest distance after the increase of the individual and the area remain substantially unchanged for the predetermined period, it is determined that the individual has the fall state. 根據申請專利範圍第10項之利用雷達之跌倒偵測方法,更包括依據該等雷達發送信號與該等雷達反射信號判斷該個體是否進入或離開該特定區域中設定之一設定區域,從而記錄相應該個體之一作息資料。 The method for detecting a fall using the radar according to claim 10 of the patent application scope further includes: determining, according to the radar transmission signal and the radar reflection signals, whether the individual enters or leaves a setting area in the specific area, thereby recording the phase Should be one of the individual work and rest information. 根據申請專利範圍第10項之利用雷達之跌倒偵測方法,更包括下列步驟:當該個體發生該跌倒狀態時,由該個體中決定一節奏移動部位;以及偵測該節奏移動部位之一移動狀態。 According to the claim 10 of the patent application, the method for detecting the fall of the radar further includes the following steps: when the individual has the fall state, determining a rhythm moving part from the individual; and detecting that the rhythm moving part moves status. 根據申請專利範圍第14項之利用雷達之跌倒偵測方法,其中該節奏移動部位包括一肺部、一心臟、或一胸部。 The fall detection method using the radar according to claim 14 of the patent application, wherein the rhythm moving portion includes a lung, a heart, or a chest. 根據申請專利範圍第14項之利用雷達之跌倒偵測方法,更包括當該個體發生該跌倒狀態時,利用一無線網路連接單元透過一無線網路發送一跌倒通知,其中該跌倒通知包括該節奏移動部位之該移動狀態。 The method for detecting a fall of a radar according to claim 14 of the patent application scope, further comprising: when the individual is in the fall state, transmitting a fall notification through a wireless network by using a wireless network connection unit, wherein the fall notification includes the The moving state of the rhythm moving part. 根據申請專利範圍第16項之利用雷達之跌倒偵測方法,更包括下列步驟: 當該個體發生該跌倒狀態時,執行一倒數計時作業;以及於該倒數計時作業結束後透過該無線網路發送該跌倒通知。 According to the claim 16 of the patent application, the method for detecting the fall of the radar includes the following steps: When the individual has the fall state, performing a countdown operation; and transmitting the fall notification through the wireless network after the countdown operation ends. 根據申請專利範圍第17項之利用雷達之跌倒偵測方法,更包括下列步驟:當該個體發生該跌倒狀態時,利用一特定裝置透過一使用者介面顯示該倒數計時作業;判斷該倒數計時作業結束前是否接收到一中斷指示;以及當該倒數計時作業結束前接收到該中斷指示時,取消相應該跌倒通知之發送。 According to the claim 17 of the invention, the method for detecting the fall of the radar further includes the following steps: when the individual has the fall state, displaying the countdown operation through a user interface by using a specific device; determining the countdown operation Whether an interrupt indication is received before the end; and when the interrupt indication is received before the end of the countdown operation, the transmission of the corresponding fall notification is canceled. 一種電腦程式產品,用以被一機器載入且執行一利用雷達之跌倒偵測方法,該電腦程式產品包括:一第一程式碼,用以利用具有至少一天線之一無線電波傳送器於一特定空間中傳送複數雷達發送信號;一第二程式碼,用以利用具有至少一天線之一無線電波接收器接收該特定空間中之複數雷達反射信號;一第三程式碼,用以依據該等雷達發送信號與該等雷達反射信號進行一都卜勒分析,從而得知該特定空間中之一個體;一第四程式碼,用以決定該個體至該電子裝置之一最短距離與該個體之一面積;以及 一第五程式碼,用以依據該個體至該電子裝置間之該最短距離與該個體之該面積判斷該個體是否發生一跌倒狀態。 A computer program product for being loaded by a machine and performing a radar fall detection method, the computer program product comprising: a first code for utilizing a radio wave transmitter having at least one antenna Transmitting a plurality of radar transmission signals in a specific space; a second code for receiving a plurality of radar reflection signals in the specific space by using a radio wave receiver having at least one antenna; and a third code for using the third code The radar transmitting signal performs a Doppler analysis on the radar reflected signals to learn an individual in the specific space; a fourth code is used to determine the shortest distance between the individual and the electronic device and the individual One area; a fifth code for determining whether the individual has a fall state based on the shortest distance between the individual and the electronic device and the area of the individual.
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