CN111583582A - Behavior analysis system of multi-sensor information fusion technology suitable for home-based care of the aged - Google Patents

Behavior analysis system of multi-sensor information fusion technology suitable for home-based care of the aged Download PDF

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Publication number
CN111583582A
CN111583582A CN202010332077.4A CN202010332077A CN111583582A CN 111583582 A CN111583582 A CN 111583582A CN 202010332077 A CN202010332077 A CN 202010332077A CN 111583582 A CN111583582 A CN 111583582A
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module
information
acquisition module
monitoring
sensor
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祁金生
李楠
李志文
李震
李婷
王留洋
王金梁
张钦明
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Jilin Dahe Intelligent Technology Co ltd
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    • GPHYSICS
    • G08SIGNALLING
    • G08BSIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B21/00Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
    • G08B21/02Alarms for ensuring the safety of persons
    • G08B21/04Alarms for ensuring the safety of persons responsive to non-activity, e.g. of elderly persons
    • G08B21/0407Alarms for ensuring the safety of persons responsive to non-activity, e.g. of elderly persons based on behaviour analysis
    • GPHYSICS
    • G08SIGNALLING
    • G08BSIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B21/00Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
    • G08B21/02Alarms for ensuring the safety of persons
    • G08B21/04Alarms for ensuring the safety of persons responsive to non-activity, e.g. of elderly persons
    • G08B21/0438Sensor means for detecting
    • GPHYSICS
    • G08SIGNALLING
    • G08BSIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B3/00Audible signalling systems; Audible personal calling systems
    • G08B3/10Audible signalling systems; Audible personal calling systems using electric transmission; using electromagnetic transmission
    • G08B3/1008Personal calling arrangements or devices, i.e. paging systems
    • G08B3/1016Personal calling arrangements or devices, i.e. paging systems using wireless transmission
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/30ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for calculating health indices; for individual health risk assessment
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/01Protocols
    • H04L67/02Protocols based on web technology, e.g. hypertext transfer protocol [HTTP]
    • H04L67/025Protocols based on web technology, e.g. hypertext transfer protocol [HTTP] for remote control or remote monitoring of applications
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/01Protocols
    • H04L67/12Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/50Network services
    • H04L67/52Network services specially adapted for the location of the user terminal
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W4/00Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/02Services making use of location information
    • H04W4/029Location-based management or tracking services

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  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Physics & Mathematics (AREA)
  • Signal Processing (AREA)
  • General Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • General Physics & Mathematics (AREA)
  • Emergency Management (AREA)
  • Business, Economics & Management (AREA)
  • Gerontology & Geriatric Medicine (AREA)
  • Public Health (AREA)
  • Databases & Information Systems (AREA)
  • Primary Health Care (AREA)
  • Electromagnetism (AREA)
  • Epidemiology (AREA)
  • Pathology (AREA)
  • Data Mining & Analysis (AREA)
  • Biomedical Technology (AREA)
  • Computing Systems (AREA)
  • Psychiatry (AREA)
  • Psychology (AREA)
  • Social Psychology (AREA)
  • Alarm Systems (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)

Abstract

The behavior analysis system comprises a server end, a monitoring end and an emergency call-for-help device, wherein the emergency call-for-help device is in wireless connection with the server end; the server side comprises a first wireless communication module, a data conversion module and a comprehensive information management module; the monitoring end comprises a health information acquisition module, a trip data acquisition module, a first GPS positioning module, a second wireless communication module, a display screen and a one-key distress call button, wherein the health information acquisition module, the trip data acquisition module, the first GPS positioning module and the second wireless communication module are integrated on the monitoring host; the system can comprehensively monitor the behaviors of the old people and analyze the monitored behavior information, can quickly and efficiently solve the problem of dangerous conditions, can timely alarm abnormal conditions and the like, and avoids irreparable loss.

Description

Behavior analysis system of multi-sensor information fusion technology suitable for home-based care of the aged
Technical Field
The invention relates to the technical field of home-based care intelligent service, in particular to a behavior analysis system of a multi-sensor information fusion technology suitable for home-based care.
Background
Home-based care for the aged is a hot topic in the current society, China gradually steps into the elderly society, and 90% of the elderly adopt a home-based care mode.
The home-based care for the aged (service) means a social service which is based on the principle that the old living at home is provided with the solution of difficulty in daily life by taking a family as a core, relying on a community and relying on specialized services. The service contents include life care and medical services and mental care services. At present, the aged health industry is divided into an entity and a deficient entity, the former people such as an old people nursing mechanism, a nursing home and the like consume huge manpower and material resources, and the old people need to be far away from the family, which possibly goes against the natural wish of most old people; the latter is mainly realized by a network platform. But still cannot provide convenient and healthy services for the elderly.
Today, the internet of things is prevalent, people pay more and more attention to close connection between the technology and the life, people have carried out a plurality of researches such as a home security and health remote monitoring system based on an intelligent wheelchair, an old health monitoring system, an old-age home monitoring system, but the current home old-age service system for monitoring the old is realized by monitoring management equipment and a collection server matched with the monitoring management equipment, the function is too single, only the calling key of the collection server can be simply utilized for calling service, more service businesses can not be expanded, and the utilization rate is greatly reduced.
In addition, the nursing alarm system related to the intelligence of nursing old people is single generally, can carry out real-time acquisition to the health information and the theorem position information of old man and transmit to terminal equipment and intelligent alarm, can't collect and intelligent control old man environmental information placed in the middle, and simultaneously, current human health monitoring system location accuracy is on the low side, and flexibility, the real-time and the intelligent degree that the service provided can not satisfy medical monitoring and medical care's core demand well.
Disclosure of Invention
The invention provides a behavior analysis system of a multi-sensor information fusion technology, which is suitable for home-based care, and aims to solve the problems that the existing home-based care monitoring and service system is single in function and cannot meet the use requirement, so that the utilization rate is low and the like.
The behavior analysis system of the multi-sensor information fusion technology suitable for home-based care of the aged comprises a server end, a monitoring end and an emergency call device, wherein the emergency call device is in wireless connection with the server end; the server side comprises a first wireless communication module, a data conversion module and a comprehensive information management module;
the monitoring terminal comprises a health information acquisition module, a trip data acquisition module, a first GPS positioning module, a second wireless communication module, a display screen and a one-key distress call button, wherein the health information acquisition module, the trip data acquisition module, the first GPS positioning module and the second wireless communication module are integrated on the monitoring host;
the first communication module of the server end is in wireless connection with the second communication module of the monitoring end, and the first communication module of the server end is in wireless connection with the third communication module of the emergency call device;
the health information acquisition module comprises a physical examination information acquisition module and an environment monitoring module; the system is respectively used for acquiring the body health condition information and the ambient environment information of the old;
the travel data acquisition module is used for recording travel tracks and travel time periods of the old;
the data conversion module of the server side converts the data types and transmits the converted data to the comprehensive analysis management module according to the received data of the health information acquisition module and the trip data acquisition module;
the comprehensive analysis management module stores and analyzes the received data, returns the analysis result to the monitoring end through the first wireless communication module and displays the analysis result through the display screen.
The invention has the beneficial effects that: the system can comprehensively monitor the behaviors of the old at home and analyze the monitored behavior information, and can quickly and efficiently solve the problem when dangerous conditions occur.
The system of the invention can realize the monitoring of physiological parameters of intelligent nursing for the aged, the monitoring of home environment, the data searching and analysis, the timely alarming of abnormal conditions and the like on the data indexes of heartbeat, respiration, pulse, blood oxygen, blood pressure, body temperature and the like of the old at home by adopting the corresponding sensors, thereby avoiding the irretrievable loss.
The system of the invention carries out wireless transmission on the server end and the monitoring end through the wireless communication module, and saves rescue time and the like when realizing emergency calling through the control of the emergency calling device.
The system of the invention can easily determine whether the activities of the old are normal or not under the condition that the old goes out by analyzing and recording the outgoing track of the old.
Drawings
FIG. 1 is an overall structural diagram of a behavior analysis system of the multi-sensor information fusion technology suitable for home-based care of the elderly according to the present invention;
FIG. 2 is a structural diagram of a monitoring end in a behavior analysis system of the multi-sensor information fusion technology suitable for home-based care of the present invention;
fig. 3 is a structural diagram of an emergency call device in a behavior analysis system of the multi-sensor information fusion technology suitable for home-based care of the present invention.
Detailed Description
First embodiment, the present embodiment will be described with reference to fig. 1 to 3: the behavior analysis system of the multi-sensor information fusion technology suitable for home-based care of the aged comprises a server end, a monitoring end and an emergency call device, wherein the emergency call device is in wireless connection with the server end; the server side comprises a first wireless communication module, a data conversion module and a comprehensive information management module;
the monitoring terminal comprises a health information acquisition module, a trip data acquisition module, a first GPS positioning module, a voice module, a second wireless communication module, a display screen and a one-key help calling button, wherein the health information acquisition module, the trip data acquisition module, the first GPS positioning module, the voice module and the second wireless communication module are integrated on the monitoring host;
the first communication module of the server is in wireless connection with the second communication module of the monitoring end, and the first communication module of the server is in wireless connection with the third wireless communication module of the emergency call device;
in this embodiment, the monitoring terminal can be designed as a wearable device such as a bracelet or a necklace.
The health information acquisition module comprises a physical examination information acquisition module and an environment monitoring module; the system is respectively used for acquiring the body health condition information and the ambient environment information of the old;
the travel data acquisition module is used for recording travel tracks and travel time periods of the old;
the data conversion module of the server side converts the data types and transmits the converted data to the comprehensive analysis management module according to the received data of the health information acquisition module and the trip data acquisition module;
the comprehensive analysis management module stores and analyzes the received data, returns the analysis result to the monitoring terminal through the first wireless communication module and displays the analysis result through the display screen, and when the analysis result does not accord with the information monitored by the monitoring equipment, the server terminal starts the emergency call device.
The embodiment is described with reference to fig. 3, in the embodiment, the emergency call device includes a processor, and a second GPS positioning module, a third wireless communication module, a photosensitive sensor, a light supplement lamp, a buzzer and a power module, which are respectively connected to the processor; the power module is used for supplying power to the whole device.
The photosensitive sensor is used for detecting the illuminance of the environment; the light supplement lamp is used for lighting, and the place where the accident happens can be quickly known according to the second GPS positioning module.
The physical examination information acquisition module comprises a blood pressure sensor, a blood sugar sensor, a heart rate sensor and a body temperature detection sensor, and is respectively used for acquiring different parameter information of a human body. The device also comprises an electrocardio acquisition module, a blood oxygen acquisition module and a motion state acquisition module, wherein the electrocardio acquisition module, the blood oxygen acquisition module and the motion state acquisition module acquire electrocardiosignals, blood oxygen concentration and motion state original information from a human body by utilizing different sensors.
The environment monitoring module comprises a temperature and humidity sensor and a smoke sensor which are respectively used for acquiring temperature and humidity information and air quality information of the environment.
In this embodiment, the travel data collection module is configured to record a travel track of the old people in detail, and includes collecting a plurality of pieces of position information of travel at a plurality of time points, and determining the travel track according to the plurality of pieces of position information; the method specifically comprises the following steps: sorting the plurality of location information by time; sampling the plurality of position information at preset time intervals; and determining the personnel track according to the plurality of sampled position information and the time information and the stop information corresponding to each position information in the plurality of sampled position information. According to the travel track of the old people, the interest area of the old people can be obtained.
According to the behavior analysis system of the multi-sensor information fusion technology suitable for home-based care of the elderly, the monitoring terminal is worn on the body of the elderly, and the health information acquisition module and the travel data acquisition module are used for acquiring body parameter data, environmental parameter data and travel information data of the elderly in real time; and corresponding information data are transmitted to a server end through a second wireless communication module, the information data are transmitted to a data conversion module through a first wireless communication module of the server end to convert inconsistent data types, the corresponding information is recorded and stored through a comprehensive analysis management module, data analysis is simultaneously carried out, an analysis result is stored to a corresponding database and is transmitted back to a monitoring end through a first wireless communication module and is displayed through a display screen, and when the analysis result does not accord with the information monitored by monitoring equipment, the analysis result is displayed on the display screen of a monitoring host, and corresponding inconsistent yellow data are displayed to prompt the old. When the information is consistent, green data is displayed on a display screen of the monitoring host, and the voice prompt is normal.
Work as when the information that the control end was monitored appears unusually, when environment monitoring module monitoring indoor high temperature or smog concentration exceeds standard, voice module can indicate the old man, the old man can press a key by oneself and call for help the button, information passes to the server end through wireless communication module simultaneously, the server end can start the device of promptly calling for help, according to server end from the surrounding environment and the locating information of old man that the camera of taking was shot, very fast obtain positional information, when the scene appears light not enough, throw light on through the light filling lamp, be convenient for clearly understand the scene, realize saving help in the emergency.
The behavior analysis system of the embodiment further comprises a nutrition monitoring module arranged at the server side, and through the arrangement of the nutrition monitoring database, the records of three meals and diets of the old are collected, and through comparative analysis with the database, suggestions are given. By setting the nutrition monitoring module, the health of the old people is monitored, and reasonable suggestions are given according to monitoring results. Therefore, the diet therapy can be carried out, and the suitable plan opinions can be obtained, so that the exercise can be performed in a targeted manner, and the physique can be improved.

Claims (8)

1. Behavior analysis system suitable for multisensor information fusion technique of endowment at home, characterized by: the system comprises a server end, a monitoring end and an emergency call device, wherein the emergency call device is in wireless connection with the server end; the server side comprises a first wireless communication module, a data conversion module and a comprehensive information management module;
the monitoring terminal comprises a health information acquisition module, a trip data acquisition module, a first GPS positioning module, a second wireless communication module, a display screen and a one-key distress call button, wherein the health information acquisition module, the trip data acquisition module, the first GPS positioning module and the second wireless communication module are integrated on the monitoring host;
the first communication module of the server end is in wireless connection with the second communication module of the monitoring end, and the first communication module of the server end is in wireless connection with the third communication module of the emergency call device;
the health information acquisition module comprises a physical examination information acquisition module and an environment monitoring module; the system is respectively used for acquiring the body health condition information and the ambient environment information of the old;
the travel data acquisition module is used for recording travel tracks and travel time periods of the old;
the data conversion module of the server side converts the data types and transmits the converted data to the comprehensive analysis management module according to the received data of the health information acquisition module and the trip data acquisition module;
the comprehensive analysis management module stores and analyzes the received data, returns the analysis result to the monitoring end through the first wireless communication module and displays the analysis result through the display screen.
2. The behavior analysis system of the multi-sensor information fusion technology for home-based care of the elderly, according to claim 1, wherein: the emergency call device comprises a processor, and a second GPS positioning module, a third wireless communication module, a photosensitive sensor, a light supplement lamp, a buzzer and a power supply module which are connected with the processor; the power supply module is used for supplying power to the whole device; when the server side starts the emergency call device, the geographical position is obtained according to the surrounding environment information shot by the camera of the server side and the information of the second GPS positioning module;
the processor is used for controlling the photosensitive sensor to detect the external illuminance; when the light is insufficient, the light supplementing lamp is controlled to illuminate.
3. The behavior analysis system of the multi-sensor information fusion technology for home-based care of the elderly, according to claim 1, wherein: the physical examination information acquisition module comprises a blood pressure sensor, a blood sugar sensor, a heart rate sensor and a body temperature detection sensor, and is respectively used for acquiring different parameter information of a human body.
4. The behavior analysis system of the multi-sensor information fusion technology for home-based care of the elderly, according to claim 1, wherein: the environment monitoring module comprises a temperature and humidity sensor and a smoke sensor which are respectively used for acquiring temperature and humidity information and air quality information of the environment.
5. The behavior analysis system of the multi-sensor information fusion technology for home-based care of the elderly, according to claim 1, wherein: the health information acquisition module further comprises an electrocardio acquisition module, a blood oxygen acquisition module and a motion state acquisition module, wherein the electrocardio acquisition module, the blood oxygen acquisition module and the motion state acquisition module acquire electrocardio signals, blood oxygen concentration and motion state original information from a human body by utilizing different sensors.
6. The behavior analysis system of the multi-sensor information fusion technology for home-based care of the elderly, according to claim 1, wherein: the nutrition monitoring module comprises a monitoring database, a recording module, a nutrition evaluation and analysis module, a data statistics module and a nutrition suggestion module.
7. The behavior analysis system of the multi-sensor information fusion technology for home-based care of the elderly, according to claim 1, wherein: the travel data acquisition module acquires a plurality of pieces of position information of travel at a plurality of time points and determines a travel track according to the plurality of pieces of position information; the method specifically comprises the following steps:
sorting the plurality of location information by time; sampling the plurality of position information at preset time intervals; and determining the personnel track according to the plurality of sampled position information and the time information and the stop information corresponding to each position information in the plurality of sampled position information.
8. The behavior analysis system of the multi-sensor information fusion technology for home-based care of the elderly, according to claim 1, wherein: the monitoring end is a wearable device of a bracelet or a necklace.
CN202010332077.4A 2020-04-24 2020-04-24 Behavior analysis system of multi-sensor information fusion technology suitable for home-based care of the aged Pending CN111583582A (en)

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Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113012393A (en) * 2021-04-13 2021-06-22 南京孝德智能科技有限公司 Old man is system of endowing at home
CN113483823A (en) * 2021-07-05 2021-10-08 江苏安全技术职业学院 City is at home endowment meal nutrition monitoring devices based on artificial intelligence
CN113504733A (en) * 2021-07-02 2021-10-15 河南医学高等专科学校 Data acquisition and data processing system and method for design of home-based care system
CN114501362A (en) * 2022-02-21 2022-05-13 枣庄山好科技有限公司 Children safety monitoring system based on NBIOT network

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CN207009087U (en) * 2017-07-07 2018-02-13 食品行业生产力促进中心 A kind of city family endowment diet nutritional monitoring system based on smart mobile phone
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CN108919662A (en) * 2018-07-24 2018-11-30 广东安家医健科技有限公司 A kind of intelligent home endowment service system and its control method
CN110191197A (en) * 2019-07-02 2019-08-30 合肥工业大学 A kind of family endowment Intelligent indoor environmental monitoring system based on Internet of Things
CN110349372A (en) * 2019-06-10 2019-10-18 智慧华川养老(北京)有限公司 Family endowment personnel activity's abnormity early warning method and apparatus

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CN207009087U (en) * 2017-07-07 2018-02-13 食品行业生产力促进中心 A kind of city family endowment diet nutritional monitoring system based on smart mobile phone
CN206961287U (en) * 2017-07-21 2018-02-02 河海大学常州校区 A kind of Empty nest elderly smart home supervising device based on WSN
CN207443026U (en) * 2017-11-07 2018-06-01 江苏慧明智能科技有限公司 The visual calling device of family endowment
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* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113012393A (en) * 2021-04-13 2021-06-22 南京孝德智能科技有限公司 Old man is system of endowing at home
CN113504733A (en) * 2021-07-02 2021-10-15 河南医学高等专科学校 Data acquisition and data processing system and method for design of home-based care system
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CN113483823A (en) * 2021-07-05 2021-10-08 江苏安全技术职业学院 City is at home endowment meal nutrition monitoring devices based on artificial intelligence
CN113483823B (en) * 2021-07-05 2022-02-01 江苏安全技术职业学院 City is at home endowment meal nutrition monitoring devices based on artificial intelligence
CN114501362A (en) * 2022-02-21 2022-05-13 枣庄山好科技有限公司 Children safety monitoring system based on NBIOT network

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Application publication date: 20200825