CN102048521B - System and method for monitoring and preventing tumble - Google Patents

System and method for monitoring and preventing tumble Download PDF

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Publication number
CN102048521B
CN102048521B CN 200910221324 CN200910221324A CN102048521B CN 102048521 B CN102048521 B CN 102048521B CN 200910221324 CN200910221324 CN 200910221324 CN 200910221324 A CN200910221324 A CN 200910221324A CN 102048521 B CN102048521 B CN 102048521B
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monitoring
falling
data
fall
prevention
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CN 200910221324
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CN102048521A (en
Inventor
郑永平
赵文伟
周永进
张忠伟
利达兴
何俊峰
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Hong Kong Polytechnic University HKPU
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Hong Kong Polytechnic University HKPU
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Abstract

The invention relates to a system for monitoring and preventing tumble, which comprises equipment for monitoring and preventing tumble, a server provided with a data analysis model, and an electronic receiving terminal. The equipment for monitoring and preventing tumble comprises a sensor unit, an analog-digital converter, a microcontroller, the peripheral circuit of the microcontroller and an expansion module which are successively connected. The invention discloses a method for monitoring and preventing tumble, which can be used for monitoring a wearer in real time by comprehensively analyzing the information such as the movement data, the environment data, the physiological parameters, the location data, pictures and the like, particularly can be used for monitoring whether old people are in the dangerous condition of the tumbling or nearly tumbling, and emitting an alarm signal in the dangerous condition. The records about the amount, frequency, type and time of tumbling or nearly tumbling accidents can be generated according to the information, so that caregivers can provide a better suggesting and preventing method for patients. Because the analysis is carried out by simultaneously utilizing the current data and the previously recorded data, the system provided by the invention can be used for monitoring and preventing the occurrence of tumbling accidents more accurately.

Description

Fall monitoring and prevention system and method
Technical field
The present invention relates to a kind of monitoring system and method for falling, more particularly, relate to a kind of monitoring and prevention system and method for falling.
Background technology
Arriving along with aging society, old people's health problem has begun to cause social common concern, falling for the old people is the clinical problem of a significant, and the incidence rate that the old people falls is far above youngster, and tends to cause very serious consequence after falling.The generation of Detection And Warning instrument has enormous social meaning so fall.The monitoring device of falling of Shi Yonging has certain help to the old people to a certain extent in the market, its warning function can notify ward or healthcare givers old man that the situation of falling has taken place timely, hurries to the scene after receiving the warning of falling the old man is treated.But because only it just can send warning when falling, and at this moment for the old people with regard to too late.And most of portable monitoring equipments of falling are subjected to the restriction of cost, volume and weight, and its computer process ability is also very limited, can't report to the police to the event of falling accurately.
Summary of the invention
The technical problem to be solved in the present invention is, at the above-mentioned defective of prior art, provides a kind of monitoring and prevention system and method for falling.
The technical scheme that the present invention solves the problems of the technologies described above is: construct a kind of monitoring and prevention system of falling, comprise fall monitoring and prevention apparatus and the server that Data Analysis Model is housed that main body is worn; Described fall the monitoring and prevention apparatus comprise microcontroller, the input of microcontroller is connected with the environmental sensor of the motion sensor that detects moving situation, detection main body external environment situation of living in respectively, and the outfan of microcontroller is connected with alarm unit; Fall monitoring and prevention apparatus and server by wired or wireless mode communication, send the data of storage and beam back the data analysis result.
In fall monitoring and prevention system of the present invention, also comprise the electronics receiving terminal that the monitor holds, the electronics receiving terminal passes through the wireless mode communication with fall monitoring and prevention apparatus, server respectively, is used for receiving alarm signal and data analysis result.
In fall monitoring and prevention system of the present invention, described fall monitor with prevention apparatus also comprise be connected with the microcontroller input, for detection of the physiological signal detecting sensor of main body physiological situation.
In fall monitoring and prevention system of the present invention, described motion sensor comprises three axis accelerometer and gyroscope; Described environmental sensor comprises temperature sensor, humidity sensor and light sensor.
In fall monitoring and prevention system of the present invention, described fall monitoring and prevention apparatus also comprise the keyboard region that is connected with the microcontroller input, be used for the memory element of storage data and algorithm routine and for the real-time module of clock alignment and accurate management system time resource.
In fall monitoring and prevention system of the present invention, described falling monitored and prevention apparatus also comprises function expanding module, and described function expanding module comprises locating module, wireless module and camera model.
In fall monitoring and prevention system of the present invention, described monitoring and the prevention apparatus of falling also comprises computer interface, and described computer interface and described wireless module are used for install data that internal storage location preserves and download to home server or upload to server on the network of distant place and carry out the result that data analysis processing and reception server are beamed back.
In fall monitoring and prevention system of the present invention, described data comprise exercise data, environmental data, physiological parameter, position data and picture.
In fall monitoring and prevention system of the present invention, described monitoring and the prevention apparatus of falling can be worn on the different parts of health, a plurality of fall to monitor can be connected by wired or wireless mode with prevention apparatus finishes monitoring jointly.
In fall monitoring and prevention system of the present invention, described falling monitored and prevention apparatus is tied on the shoestring or is collected in the sole.
In fall monitoring and prevention system of the present invention, described falling monitored and prevention apparatus is tied on the belt or is collected in the belt.
In fall monitoring and prevention system of the present invention, described falling monitored and prevention apparatus is tied on the wrist belt or is collected in the wrist belt.
In fall monitoring and prevention system of the present invention, described falling monitored and prevention apparatus is tied on the ankle band or is collected in the ankle band.
A kind of monitoring and prevention method of falling of the present invention may further comprise the steps:
A1) start the timing sampling function, the sensor unit of fall monitoring and prevention apparatus passes to microcontroller with detected outer signals;
A2) microcontroller is analyzed the outer signals of gathering, and judges whether to be new data, if fall or be bordering on the hazard event of falling for new data stores internal storage location into and judges whether; If the outer signals of gathering is not new data or does not have not fall or be bordering on the event execution in step A4 that falls;
A3) if fall or be bordering on the hazard event of falling, the alarm unit concurrent alert signal of delivering newspaper that begins to report to the police is given the electronics receiving terminal, thereby near the people the in time notice and the dangerous event of supervisor of holding the electronics receiving terminal have taken place;
A4) microcontroller sends to server with the data of storing, and the Data Analysis Model on the server is carried out online to the data that receive or off-line analysis and analysis result sent to fall monitoring and prevention apparatus and electronics receiving terminal;
A5) data analysis software is depicted as chart with analysis result.
Monitoring and the prevention method of falling of the present invention pre-sets the sampling time in the described steps A 1, and microcontroller is according to the interval timing detecting sensor of setting.
Monitoring and the prevention method of falling of the present invention, the embedded algorithm routine of microcontroller is analyzed simultaneously to the new data of real-time collection and the data that recorded in the past in the described steps A 2, thereby obtains judged result more accurately.
Monitoring and the prevention method of falling of the present invention, microcontroller can send to the data in real time of storing server and also the batch data of storing can be sent to server and handle in the described steps A 4; Can provide better suggestion and prevention to fall or be bordering on the method for falling according to the analysis result electronics receiving terminal holder who beams back.
Implement monitoring and prevention system and the method for falling of the present invention, has following beneficial effect: because by adopting the powerful information such as analysis-by-synthesis exercise data, environmental data, physiological parameter, position data and picture of processing capacity on the server, can monitor wearer (particularly old people) in real time and whether be in and fall or be bordering on the precarious position of falling, and send alarm signal.Can generate about falling and be bordering on the record of quantity, frequency, type and the time of the event of falling according to these information, thereby ward and healthcare givers can provide better suggestion and prevention method to the patient.Because it is more accurate that the data of utilizing current data simultaneously and recording are in the past analyzed native system, can well monitor and prevent the generation of the event of falling.
This system and method also can be used in the monitoring normal individual, comprises baby, pupil and adult's daily action, for example is used for monitoring the exercise situation, helps the individual health status of understanding; Be used for athletic training or match, can understand their exercise intensity or the achievement of match; Monitoring workman's working condition for example is used for driver and fireman's routine work, can understand their daily routines better, thereby the work efficiency of improving them is prevented potential danger simultaneously.Native system can also be monitored any object except monitoring the life entity, for example can monitor the parcel in the shipping.This has significant benefits for the article of shipping costliness or the article of the special traffic condition of needs.
Description of drawings
The invention will be further described below in conjunction with drawings and Examples, in the accompanying drawing:
Fig. 1 is the structured flowchart of fall monitoring and prevention system of the present invention;
Fig. 2 is fall monitoring and the structural representation of prevention apparatus;
Fig. 3 is the flow chart of a kind of embodiment of fall monitoring and prevention method of the present invention;
Fig. 4 is the embodiment block diagram that uses a plurality of fall monitoring and prevention apparatus simultaneously;
Fig. 5 is the typical motion data that three axis accelerometer is gathered;
Fig. 6 is the typical motion data that gyroscope is gathered;
Fig. 7 is Activity Level and fall or be bordering on the report exemplary plot of the event mutual relation of falling;
Fig. 8 falls or is bordering on the weekly bulletin illustration of the event of falling.
The specific embodiment
Fall monitoring and prevention system as shown in Figure 1 comprises falling monitors and prevention apparatus 100, the server 200 of Data Analysis Model, the electronics receiving terminal 300 that the monitor holds is housed; Fall monitoring and prevention apparatus 100 and server 200 by wired or wireless mode communication, send the data of storing and beam back the data analysis result; Electronics receiving terminal 300 passes through the wireless mode communication with fall monitoring and prevention apparatus 100, server 200 respectively, and receives alarm signal and data analysis result.
As shown in Figure 2 fall monitoring and prevention apparatus comprise motion sensor 101, environmental sensor 102 and physiological signal detecting sensor 103, and they are connected with microcontroller 3 by analog-digital converter 2.Wherein motion sensor 101 comprises three axis accelerometer and gyroscope; Environmental sensor 102 comprises temperature sensor, humidity sensor and optical sensor; Physiological signal detecting sensor 103 can detect human body physiological parameter.The peripheral circuit of microcontroller 3 is provided with keyboard region 4, alarm unit 5, memory element 6, computer interface 7 and real-time module 8.Wherein alarm unit 5 is the alarm that comprises LED lamp and buzzer, and memory element 6 is used for storage data and algorithm routine, and module 8 is used for clock alignment and accurate management system time resource in real time.This device also comprises expansion module 9, comprises locating module 901, wireless module 902 and camera model 903.Wherein wireless module 902 and above-mentioned computer interface 7 are responsible for install the data of preserving in the internal storage location and are downloaded to home server or upload to server on the network at a distance and carry out the result that data analysis processing and reception server are beamed back.
In conjunction with flow chart shown in Figure 3, a kind of embodiment of a kind of fall monitoring and prevention method of the present invention is described.Comprise the steps:
S1) start sample clock generator, open interruption;
S2) obtain movable information, environmental information and the human body physiological parameter of sensor acquisition, be converted to digital signal by analog-digital converter;
S3) microcontroller is judged according to the interval timing detecting sensor of setting and to detected digital signal, if not new data execution in step S8;
S4) if through judging that this digital signal is new data, data are saved in internal storage location;
S5) detection is fallen or is bordering on the threshold value of falling;
S6) judge that whether new data is above falling or being bordering on the alarming value of falling, if surpass alarming value execution in step S8;
S7) if new data above falling or being bordering on the alarming value of falling, starts alarm unit and reports to the police;
S8) checkout equipment battery electric quantity;
S9) judge whether battery has electricity, if do not have electric execution in step S14;
S10) if battery has electricity, detect communication module and whether connect;
S11) if communication module connects, microcontroller sends to server with the new data of gathering;
S12) if communication module does not connect or data are sent, detect the current time, if the current time is not the execution in step S2 length of one's sleep;
S13) if the current time is to enter sleep program the length of one's sleep;
S14) when dead battery or after entering sleep program, stop monitoring.
In step S6, also comprise the steps:
S6.1) the embedded algorithm routine of microcontroller is analyzed simultaneously to the new data of real-time collection and the data that recorded in the past, thereby obtains judged result more accurately.
In step S7, also comprise the steps:
S7.1) in the startup alarm unit, send alarm signal to the electronics receiving terminal, thereby in time near the people of notice has been taken place with the dangerous event of supervisor of holding the electronics receiving terminal;
In step S11, also comprise the steps:
S11.1) Data Analysis Model on the server is analyzed new data;
S11.2) server sends to wearer or supervisor with analysis result, can better monitor and prevent to fall or be bordering on the generation of the event of falling according to analysis result wearer and supervisor;
S11.3) analysis result is depicted as chart, causes falling, being bordering on the reason of falling thereby get more information about.
Main body can be worn a plurality of monitoring and prevention apparatus of falling as shown in Figure 4, comes the dynamic data at each position of collection of bodily.A plurality of monitoring and prevention apparatus of falling are by the monitoring that cooperates of wired or wireless mode, and wherein main equipment is mainly used to coordinated manipulation, record and data transmission, and subset is responsible for image data.
Be the typical motion data that three axis accelerometer is gathered as shown in Figure 5, as can be seen from the figure the accekeration on human body X, Y, the Z axle is in stable state concussion state when normal gait, big amplitude ANOMALOUS VARIATIONS can appear in the accekeration when falling on human body X, Y, the Z axle, and the accekeration variation when static on human body X, Y, the Z axle is tending towards 0.
Be the typical motion data that gyroscope is gathered as shown in Figure 6, as can be seen from the figure the angle on human body X, Y, the Z axle changes the stable state concussion state that is in when normal gait, big amplitude ANOMALOUS VARIATIONS can appear in the angle changing value when falling on human body X, Y, the Z axle, and the angle variation when static on human body X, Y, the Z axle is tending towards 0.
Be to fall under different activity grade situations and be bordering on the report of the event of falling as shown in Figure 7, environmental information, positional information and camera shot picture information also can be marked in the report together.
Be to fall or be bordering on the weekly bulletin illustration of the event of falling as shown in Figure 8, from report, can learn falling of taking place every day or be bordering on the number of times of the event of falling that the out of Memory such as step number of activity grade, walking are also together in the synthesis report now in addition.
The above is the basic embodiment of the present invention, if the position data of when analyzing movable information, environmental information and Human Physiology information locating module being obtained and the information such as picture of camera are also carried out analysis-by-synthesis, can obtain better to monitor preventive effect.
System and method of the present invention falls except being directly used in monitoring wearer (particularly old people), be bordering on and fall and prevention falls, this system and method also can be used in the monitoring normal individual, comprise baby, pupil and adult's daily action, for example be used for monitoring the exercise situation, help the individual health status of understanding; Be used for athletic training or match, can understand their exercise intensity or the achievement of match.System and method of the present invention can also be used for monitoring workman's working condition, for example is used for driver and fireman's routine work, can understand their daily routines better, thereby the work efficiency of improving them is prevented potential danger simultaneously.Native system can also be monitored any object except monitoring the life entity, for example can monitor the parcel in the shipping.This has significant benefits for the article of shipping costliness or the article of the special traffic condition of needs.
The above only is embodiments of the invention, not in order to limiting the present invention, all any modifications of doing in the spirit and principles in the present invention, is equal to and replaces or improvement etc., all should be included in protection scope of the present invention.

Claims (11)

  1. One kind fall the monitoring and prevention system, it is characterized in that, comprise fall monitoring and prevention apparatus (100) that main body wears, the server (200) of exercise data analytical model and the electronics receiving terminal (300) that the monitor holds are housed, fall monitoring and prevention apparatus (100) and server (200) by the wireless mode communication, send the data of storage and beam back the data analysis result, described electronics receiving terminal (300) passes through the wireless mode communication with fall monitoring and prevention apparatus (100), server (200) respectively, is used for receiving alarm signal; Described monitoring and the prevention apparatus (100) of falling comprises microcontroller (3), and the input of described microcontroller (3) connects motion sensor (101) for detection of the main body moving situation, the environmental sensor (102) for detection of main body external environment situation of living in, keyboard region (4) respectively, is used for the memory element (6) of storage data and algorithm routine and is used for clock alignment and the real-time module (8) of accurate management system time resource; The outfan of described microcontroller (3) is connected with alarm unit (5); The described monitoring of falling also comprises the function expanding module (9) that is connected with described microcontroller (3), described memory element (6) and computer interface (7) with prevention apparatus (100), and described function expanding module (9) comprises locating module (901), wireless module (902) and camera model (903); Described computer interface (7) and described wireless module (902) are used for that the data that described storage element (6) is preserved are downloaded to local described server (200) or upload to described server (200) on the network at a distance carrying out data analysis and handling and receive the result that described server (200) is beamed back, and described result comprises the record of quantity, frequency, type and the time of falling and being bordering on the event of falling.
  2. 2. according to claim 1 falling monitored and prevention system, it is characterized in that, described fall monitoring and prevention apparatus (100) also comprise be connected with microcontroller (3) input, for detection of the physiological signal detecting sensor (103) of main body physiological situation.
  3. 3. monitoring and the prevention system of falling according to claim 1 is characterized in that described motion sensor (101) comprises three axis accelerometer and gyroscope; Described environmental sensor (102) comprises temperature sensor, humidity sensor and light sensor.
  4. 4. monitoring and the prevention system of falling according to claim 1 and 2 is characterized in that described data comprise exercise data, environmental data, physiological parameter, position data and picture.
  5. 5. according to claim 1 falling monitored and prevention system, it is characterized in that, described monitoring and the prevention apparatus (100) of falling can be worn on the different parts of health, a plurality of fall to monitor can be connected by wired or wireless mode with prevention apparatus (100) finishes monitoring jointly.
  6. 6. monitoring and the prevention system of falling according to claim 1 is characterized in that, described monitoring and the prevention apparatus (100) of falling is tied on the shoestring or is collected in the sole.
  7. 7. monitoring and the prevention system of falling according to claim 1 is characterized in that, described monitoring and the prevention apparatus (100) of falling is tied on the belt or is collected in the belt.
  8. 8. monitoring and the prevention system of falling according to claim 1 is characterized in that, described monitoring and the prevention apparatus (100) of falling is tied on the wrist belt or is collected in the wrist belt.
  9. 9. monitoring and the prevention system of falling according to claim 1 is characterized in that, described monitoring and the prevention apparatus (100) of falling is tied on the ankle band or is collected in the ankle band.
  10. 10. fall monitoring and prevention method is characterized in that, may further comprise the steps:
    A1) start the timing sampling function, the sensor unit of fall monitoring and prevention apparatus passes to microcontroller with detected outer signals;
    A2) microcontroller is analyzed the outer signals of gathering, and judges whether to be new data, if fall or be bordering on the hazard event of falling for new data stores internal storage location into and judges whether; If the outer signals of gathering is not new data or does not have not fall or be bordering on the event execution in step A4 that falls;
    The embedded algorithm routine of described microcontroller is analyzed simultaneously to the new data of real-time collection and the data that recorded in the past, thereby obtains judged result more accurately;
    A3) if fall or be bordering on the hazard event of falling, the alarm unit concurrent alert signal of delivering newspaper that begins to report to the police is given the electronics receiving terminal, thereby near the people the in time notice and the dangerous event of supervisor of holding the electronics receiving terminal have taken place;
    A4) microcontroller sends to server with the data of storing, and the Data Analysis Model on the server is carried out online to the data that receive or off-line analysis and analysis result sent to fall monitoring and prevention apparatus and electronics receiving terminal;
    Described microcontroller can send to the data in real time of storing server and also the batch data of storing can be sent to server and handle; Can provide better suggestion and prevention to fall or be bordering on the method for falling according to the analysis result electronics receiving terminal holder who beams back;
    A5) Data Analysis Model is depicted as chart with analysis result.
  11. 11. monitoring and the prevention method of falling according to claim 10 is characterized in that, pre-sets the sampling time in the described steps A 1, microcontroller is according to the interval timing detecting sensor of setting.
CN 200910221324 2009-11-03 2009-11-03 System and method for monitoring and preventing tumble Expired - Fee Related CN102048521B (en)

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CN103142234B (en) * 2013-01-25 2015-04-01 中国科学院深圳先进技术研究院 Method for judging body falldown
CN103308069B (en) * 2013-06-04 2015-06-24 电子科技大学 Falling-down detection device and method
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CN104306003A (en) * 2014-11-05 2015-01-28 北京电子科技职业学院 Foot tracking device
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CN106031636A (en) * 2015-03-11 2016-10-19 济宁智城中科信息技术有限公司 Fall detection method, and corresponding wearable monitoring device and monitoring method
CN105006102A (en) * 2015-08-18 2015-10-28 刘玉伟 Shoe and method for guaranteeing life safety of old people
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CN105869353A (en) * 2015-12-08 2016-08-17 乐视移动智能信息技术(北京)有限公司 Human-body falling down event detection method, apparatus and mobile terminal thereof
CN106038016B (en) * 2016-06-29 2018-06-19 苏州海神联合医疗器械有限公司 Anti- tumble device based on electromyography signal
CN106781275B (en) * 2016-12-26 2022-11-29 中国科学院苏州生物医学工程技术研究所 Shoes for fall detection and fall detection method and device thereof
CN106725510A (en) * 2017-01-09 2017-05-31 湖北文理学院 A kind of crutch system and data processing method
CN106821353A (en) * 2017-04-05 2017-06-13 合肥酷睿网络科技有限公司 A kind of health auxiliary monitoring system
US10438136B2 (en) 2017-06-09 2019-10-08 Midea Group Co., Ltd. System and method for care support at home
WO2019033235A1 (en) * 2017-08-14 2019-02-21 Simple Wearables Limited Fall detection system
CN109394223A (en) * 2017-08-17 2019-03-01 香港理工大学 Monitor the method, apparatus and server of physical activity
CN108703759A (en) * 2018-03-19 2018-10-26 陕西科技大学 A kind of intelligent and safe monitoring device and its application method
KR102449905B1 (en) * 2018-05-11 2022-10-04 삼성전자주식회사 Electronic device and method for controlling the electronic device thereof
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CN111493882A (en) * 2020-06-02 2020-08-07 上海健康医学院 Old people falling prediction and exercise rehabilitation intervention guidance system and method

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1729933A (en) * 2004-08-05 2006-02-08 香港理工大学 Portable health-care monitoring arrangement with motion compensation function and its compensation method
CN101400296A (en) * 2006-02-28 2009-04-01 皇家飞利浦电子股份有限公司 Biometric monitor with electronics disposed on or in a neck collar

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1729933A (en) * 2004-08-05 2006-02-08 香港理工大学 Portable health-care monitoring arrangement with motion compensation function and its compensation method
CN101400296A (en) * 2006-02-28 2009-04-01 皇家飞利浦电子股份有限公司 Biometric monitor with electronics disposed on or in a neck collar

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