CN104799826B - A kind of intelligence Ankang service system and the reliable detection method of alarm - Google Patents

A kind of intelligence Ankang service system and the reliable detection method of alarm Download PDF

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Publication number
CN104799826B
CN104799826B CN201510215150.9A CN201510215150A CN104799826B CN 104799826 B CN104799826 B CN 104799826B CN 201510215150 A CN201510215150 A CN 201510215150A CN 104799826 B CN104799826 B CN 104799826B
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tumble
wearer
alert
wearable device
alarm
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CN201510215150.9A
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Chinese (zh)
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CN104799826A (en
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王家法
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王家法
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    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Detecting, measuring or recording for diagnostic purposes; Identification of persons
    • A61B5/0002Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network
    • A61B5/0004Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network characterised by the type of physiological signal transmitted
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Detecting, measuring or recording for diagnostic purposes; Identification of persons
    • A61B5/0002Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network
    • A61B5/0004Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network characterised by the type of physiological signal transmitted
    • A61B5/0008Temperature signals
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Detecting, measuring or recording for diagnostic purposes; Identification of persons
    • A61B5/0002Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network
    • A61B5/0015Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network characterised by features of the telemetry system
    • A61B5/0022Monitoring a patient using a global network, e.g. telephone networks, internet
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Detecting, measuring or recording for diagnostic purposes; Identification of persons
    • A61B5/0002Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network
    • A61B5/0015Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network characterised by features of the telemetry system
    • A61B5/0024Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network characterised by features of the telemetry system for multiple sensor units attached to the patient, e.g. using a body or personal area network
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Detecting, measuring or recording for diagnostic purposes; Identification of persons
    • A61B5/02Detecting, measuring or recording pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography or electroauscultation; Heart catheters for measuring blood pressure
    • A61B5/0205Simultaneously evaluating both cardiovascular conditions and different types of body conditions, e.g. heart and respiratory condition
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Detecting, measuring or recording for diagnostic purposes; Identification of persons
    • A61B5/02Detecting, measuring or recording pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography or electroauscultation; Heart catheters for measuring blood pressure
    • A61B5/0205Simultaneously evaluating both cardiovascular conditions and different types of body conditions, e.g. heart and respiratory condition
    • A61B5/02055Simultaneously evaluating both cardiovascular condition and temperature
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Detecting, measuring or recording for diagnostic purposes; Identification of persons
    • A61B5/103Detecting, measuring or recording devices for testing the shape, pattern, colour, size or movement of the body or parts thereof, for diagnostic purposes
    • A61B5/11Measuring movement of the entire body or parts thereof, e.g. head or hand tremor, mobility of a limb
    • A61B5/1116Determining posture transitions
    • A61B5/1117Fall detection
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Detecting, measuring or recording for diagnostic purposes; Identification of persons
    • A61B5/145Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue
    • A61B5/14532Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue for measuring glucose, e.g. by tissue impedance measurement
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Detecting, measuring or recording for diagnostic purposes; Identification of persons
    • A61B5/145Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue
    • A61B5/14542Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue for measuring blood gases
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Detecting, measuring or recording for diagnostic purposes; Identification of persons
    • A61B5/44Detecting, measuring or recording for evaluating the integumentary system, e.g. skin, hair or nails
    • A61B5/441Skin evaluation, e.g. for skin disorder diagnosis
    • A61B5/442Evaluating skin mechanical properties, e.g. elasticity, hardness, texture, wrinkle assessment
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Detecting, measuring or recording for diagnostic purposes; Identification of persons
    • A61B5/48Other medical applications
    • A61B5/4869Determining body composition
    • A61B5/4872Body fat
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Detecting, measuring or recording for diagnostic purposes; Identification of persons
    • A61B5/68Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient
    • A61B5/6801Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient specially adapted to be attached to or worn on the body surface
    • A61B5/6802Sensor mounted on worn items

Abstract

The invention discloses a kind of safe and comfortable service system of intelligence and the reliable detection method of alarm, this method includes fall detection method and platform and deals with emergencies and dangerous situations method, fall detection method includes acceleration, the angular velocity data of timing acquiring wearer, monitoring parameter and the data sequence for recording change;Judgement falls whether stroke exceedes its tumble threshold value;If falling stroke exceedes its tumble threshold value, judge whether heart rate is abnormal, if heart rate belongs to abnormal ranges, be set to the tumble alarm of excessive risk rank;Otherwise, it is set to the tumble alarm of risk rank;If falling stroke not less than its tumble threshold value, the tumble alarm of low-risk rank is set to;Tumble alert event and wearer's physiology sign data are sent to Yunan County's health service platform.The intelligent wearable device of the present invention can accurately be confirmed whether there occurs more serious tumble event, effectively filtering wrong report, influence less tumble event, reduce the receiving a crime report of Yunan County's health service platform and seat module, pressure of dealing with emergencies and dangerous situations.

Description

A kind of intelligence Ankang service system and the reliable detection method of alarm

Technical field

The present invention relates to intelligent wearable device technical field, more particularly to a kind of safe and comfortable service system of intelligence and alarm are reliably Detection method.

Background technology

Up to 600,000,000, the elderly population for having more than 60 country reach or surpass more than the 60 years old elderly population sum in the whole world at present The 10% of population is crossed, enters aging population society ranks, 21st century aging is by as global most severe One of problem.The existing aged of China is increased with nearly 8,000,000 speed every year more than 1.6 hundred million, relevant expert's prediction, To the year two thousand fifty, the Chinese aged is up to 1/3rd of total population.The quick increase of elderly population, particularly more than 80 years old Man at an advanced age and disability old man average annual 1000000 growth rate, to the life care of the elderly, rehabilitation nursing, health care, The demands such as security monitoring, spiritual culture are increasingly prominent, and endowment problem is increasingly severe.Chinese Government is promoting at home energetically at present Endowment and Social securty system Construction, but no matter which kind of Aged mode, is required for the related safe and healthy custodial care facility of old man And the support of plateform system.

With social development, intensified competition, inferior health disease has become the number one killer of a middle-aged person, therefore a middle-aged person also has Strong safe and comfortable monitoring demand for services.

With Internet of Things, MEMS(Microelectro Mechanical Systems, MEMS), smart mobile phone, The technology development of intelligent wearable device, has there is much health detection and/or life security based on intelligent wearable device at present The patented technology and product of monitoring.For example a kind of intelligent sign monitoring wrist of Application No. CN201410348992 is wearable Equipment and blood pressure measuring method, etc..But all there are following major defect for existing patented technology and product:1st, safe and healthy inspection Survey method reliability is poor, and wrong report, rate of failing to report are higher;2nd, measurement function needs user to be manually booted by the screen of very little, intelligence It can change that degree is low, man-machine interaction is poor, operability is not strong;3rd, old man's life convenient demand is not accounted for;4th, non-systemic Closed loop solution, the health treatment scheme property assessed, trackability are poor;5th, it is not concerned with old man's cultural life demand etc..

The content of the invention

The technical problems to be solved by the invention are to provide a kind of safe and comfortable service system of intelligence and the reliable detection method of alarm, It can accurately detect tumble event, prevent wrong report alert.

To solve the technical problem of the present invention, the present invention discloses a kind of alarm of intelligence Ankang service system reliably side of detection Method, including fall detection method, including step;

Acceleration, the angular velocity data of intelligent wearable device timing acquiring wearer, monitoring parameter and the number for recording change According to sequence;

Judge whether that the unidirectional significantly data variation more than setting time threshold value occurs, be to judge this significantly Whether the resultant acceleration of change behavior exceedes its tumble threshold value;

If the resultant acceleration that behavior is widely varied exceedes its tumble threshold value, judgement falls whether stroke falls more than it Threshold value;Otherwise judge whether the close angle speed of the significantly change behavior exceedes its tumble threshold value, if exceeding, row is fallen in judgement Whether journey exceedes its tumble threshold value;

If falling stroke exceedes its tumble threshold value, judge whether heart rate is abnormal, if heart rate belongs to abnormal ranges, puts Fall and alarm for excessive risk rank;Otherwise, it is set to the tumble alarm of risk rank;If falling stroke not less than its tumble threshold value, Then it is set to the tumble alarm of low-risk rank;

Tumble alert event and wearer's physiology sign data are sent to Yunan County's health service platform.

In the transmission tumble alert event and before wearer's physiology sign data to the step of Yunan County's health service platform Further include:

Intelligent wearable device, which fall, confirms prompting, if not receiving tumble confirmation message, Huo Zhe in limiting time When have received tumble confirmation message and relief confirmation message in limiting time, the transmission tumble alert event and wearing are performed The step of person's physiology sign data to Yunan County's health service platform.

The reliable detection method of alarm of the safe and comfortable service system of intelligence further includes platform and deals with emergencies and dangerous situations method, including step:

When Yunan County's health service platform has detected alert generation, verify whether alert true and risk class, and continue Wearer's physiology sign data of monitoring alarm;

If verifying as true alarm, and when be excessive risk rank alert, then the wearer of alarm is positioned, acquisition position Confidence ceases, and judges alert classification, generates live emergent management prediction scheme, and the positional information alert classification and scene is urgent Processing prediction scheme is sent to intelligent wearable device and intelligent terminal;

According to received first aid confirmation message, first aid alarm information is sent to medical care first-aid system.

Wherein, the step of verification alert includes:The live video or photo uploaded according to intelligent wearable device is verified Alert, and/or by monitoring alert is verified with intercommunication mode.

Wherein, the step of verification alert further includes:The video monitoring function of intelligent wearable device is opened, according to intelligence The monitor video that wearable device uploads verifies alert.

To solve the technical problem of the present invention, invention additionally discloses a kind of safe and comfortable service system of intelligence, including it is connected with each other Intelligent wearable device, Yunan County's health service platform and intelligent terminal, the acceleration of the intelligent wearable device timing acquiring wearer Degree, angular velocity data, monitoring parameter and the data sequence for recording change;Judge whether that the folk prescription more than setting time threshold value occurs Tropism significantly data variation, is to judge that this is widely varied whether the resultant acceleration of behavior exceedes its tumble threshold value;If should The resultant acceleration that behavior is widely varied exceedes its tumble threshold value, then judges to fall whether stroke exceedes its tumble threshold value;Otherwise Judge whether the close angle speed of the significantly change behavior exceedes its tumble threshold value, if exceeding, judgement falls whether stroke exceedes Its tumble threshold value;If falling stroke exceedes its tumble threshold value, judge whether heart rate is abnormal, if heart rate belongs to abnormal ranges, Then it is set to the tumble alarm of excessive risk rank;Otherwise, it is set to the tumble alarm of risk rank;If fall stroke not less than its tumble threshold Value, then be set to the tumble alarm of low-risk rank;Tumble alert event and wearer's physiology sign data are sent to Yunan County's health service Platform.

The intelligent wearable device is flat to the service of Yunan County's health in transmission tumble alert event and wearer's physiology sign data Before platform, also carrying out falling confirms prompting, confirms if not receiving tumble in limiting time, or have received in limiting time After tumble confirmation message and relief confirmation message, tumble alert event and wearer's physiology sign data are retransmited to Yunan County's health Service platform.

When Yunan County's health service platform has detected alert generation, verify whether alert true and risk class, and Continue wearer's physiology sign data of monitoring alarm;If verify as true alarm, and when be excessive risk rank alert, then to announcement Alert wearer is positioned, and obtains positional information, and judges alert classification, generates live emergent management prediction scheme, and described in Positional information alert classification and live emergent management prediction scheme are sent to intelligent wearable device and intelligent terminal;According to received first aid Confirmation message, sends first aid alarm information to medical care first-aid system.

The live video or photo that Yunan County's health service platform is uploaded according to intelligent wearable device verify alert.

Yunan County's health service platform is set also by opening the video monitoring function of intelligent wearable device according to intelligence wearing The standby monitor video uploaded verifies alert, and/or verifies alert with intercommunication mode by monitoring.

Compared with prior art, the present invention has the advantages that:The intelligent wearable device of the present invention can be accurately true Whether recognize there occurs more serious tumble event, effectively filter wrong report, influence less tumble event, it is flat to reduce the service of Yunan County's health The receiving a crime report of platform and seat module, pressure of dealing with emergencies and dangerous situations;And cloud service platform is for the true alert of excessive risk, can to alarm person into Row positioning, further according to corresponding alert, intelligent wearable device, intelligent terminal push related alert information and field rescue side immediately Case, and notify professional medical rescue personnel to come to be succoured.

Brief description of the drawings

Fig. 1 is the intelligent wearable device structure chart of the embodiment of the present invention;

Fig. 2 is Yunan County's health service platform structure figure of the embodiment of the present invention;

Fig. 3 is the safe and comfortable service system structure chart of intelligence of the embodiment of the present invention;

Fig. 4 is the athletic posture function structure chart of the embodiment of the present invention;

Fig. 5 is the physiology sign function structure chart of the embodiment of the present invention;

Fig. 6 is the context detection module structure chart of the embodiment of the present invention;

Fig. 7 is the charging module structure chart of the embodiment of the present invention;

Fig. 8 is the safe and comfortable monitoring method flow chart of the embodiment of the present invention;

Fig. 9 is the fall detection method flow chart of the embodiment of the present invention;

Figure 10 is that the platform of the embodiment of the present invention is dealt with emergencies and dangerous situations method flow diagram;

Figure 11 is the deep learning method flow diagram of the embodiment of the present invention;

Figure 12 is the audio recognition method flow chart of the embodiment of the present invention;

Figure 13 is the voice interactive method flow chart of the embodiment of the present invention;

Figure 14 is the medicine art appraisal procedure flow chart of the embodiment of the present invention;

Figure 15 is the big data process flow figure of the embodiment of the present invention.

Embodiment

In order to make the purpose of the present invention, technical solution and beneficial effect clearer, below in conjunction with accompanying drawings and embodiments, The present invention is described in further detail.It should be appreciated that the specific embodiments described herein are merely illustrative of the present invention, It is not intended to limit the present invention.

An embodiment of the present invention provides a kind of intelligence peace for being used for the safe and comfortable service of middle the elderly with higher artificial intelligence Health service system, referring to Fig. 3, including 300 3 intelligent wearable device 100, Yunan County's health service platform 200 and intelligent terminal compositions Part.The intelligent wearable device 100 passes through wireless communication module 117 or mobile communication module 115 and Yunan County's health service platform 200 on-line communications, Yunan County's health service platform 200 pass through broadband or mobile communications network and 300 on-line communication of intelligent terminal;More preferably Ground, the intelligent wearable device 100 can also realize the intelligent terminal with me and/or guardian by wireless communication module 117 300 short-range communication.

The intelligent wearable device 100 that the embodiment of the present invention is proposed, by carrying all kinds of MEMS sensors and accurate identification Algorithm, has powerful and accurate situational awareness, can accurately identify all kinds of movement postures of wearer, physiology physical sign parameters are surveyed Amount and environmental parameter detection, when wearer occurs to fall, sign exception and environment poison, can remind wearer in time and to cloud Safe and comfortable service platform 200 is alarmed, and effectively protects the life and health safety of wearer, therefore sensor described above constitutes this hair The basis of bright Internet of Things detection.As shown in Figure 1, the intelligent wearable device 100 of the embodiment of the present invention includes:Athletic posture module 101, Gesture recognition module 102, physiology sign module 103, context detection module 104, sound identification module 108, voice interaction module 109th, video processing module 111, deep learning module 110, wireless communication module 117, charging module 118, central processing unit (CPU)119th, memory 105, display module 112, locating module 113, navigation module 114, mobile communication module 115, alarm mould Block 116, radio receiving transmitting module 106, household appliance control module 107.

Yunan County's health service platform 200 of the embodiment of the present invention uses cloud computing technology, effectively realizes and magnanimity is intelligently dressed Cloud Internet of Things, big data processing, cloud computing and the cloud storage of equipment, intelligent terminal and information data.As shown in Fig. 2, Yunan County's health takes Business platform 200 includes big data module 201, information exchange module 202, AM access module 203, expert system module 204, mould of attending a banquet Block 205, info push module 206, expert consultation module 207, medicine art evaluation module 208 and electric business module 209.

The operation principle of the intelligent wearable device of the embodiment of the present invention described below.

Referring to Fig. 4, the athletic posture module 101, passes including at least 3-axis acceleration sensor 1011, three axis angular rates First two sensor in sensor 1012, direction sensor 1013, gravity sensor 1014, or the group for above multiple sensors Close, can effective identification equipment wearer common figure's posture and motor pattern(Such as:Stand up, do down, lie down, turn over, falling And advance, run etc.).

The gesture recognition module 102, including at least 3-axis acceleration sensor 1011, three axis angular rate sensors 1012nd, the first two sensor in direction sensor 1013, gravity sensor 1014 or for above multiple sensors combine, can Effective identification equipment wearer dresses the common gesture of arm(Such as:Under, left and right swing back and forth once and/or above, it is left To the right side, right-to-left etc.), wherein common gesture corresponds to different action implications respectively(Such as:It is, is no, is one upper, next Deng), the operation for 100 related function module of the interactive voice with wearer and intelligent wearable device.

The physiology sign module 103, referring to Fig. 5, including it is built-in and/or external(Wiredly and/or wirelessly connection mode) Range sensor 1031, heart rate sensor 1032, blood oxygen transducer 1033, skin temperature transducer 1035, respiration transducer 1034th, one or more sensor groups in blood pressure sensor 1036, blood glucose sensor 1037, weight fat sensor 1038 Close, realize data acquisition to the above-mentioned physiological characteristic of equipment wearer, stored record.

The context detection module 104, passes referring to Fig. 6, including light sensor 1041, temperature sensor 1042, humidity Sensor 1043, baroceptor 1044, gas sensor 1045, carbon monoxide transducer 1046, air quality sensor 1047, One or more sensor combinations in air velocity transducer 1048, realize the collection to equipment wearer's surrounding enviroment parameter.

The video processing module 111, including video acquisition, compression, processing, coding, storage, transmission, for Yunan County's health Service platform video core is warned, and can also be taken pictures, recorded a video for wearer.

The alarm module, detect wearer falls, heart rate/breathing/blood oxygen concentration is excessively abnormal, pain groan, compared with Acutely cough, flash appeal are when emergency for a long time, automatically by WIFI or mobile network on Yunan County's health service platform Pass respective type alert and current pose and or physical sign parameters and before the accident happened, the posture of rear a period of time, sign data record, confession The expert system module and seat module of Yunan County's health service platform analyze the authenticity and risk class of the alert.

Preferably for system and the excessive risk rank alert of artificial preliminary judgement, seat module starts live sound immediately Video and or photo core police work, pass through the means such as monitorings, intercommunication, video/photo verification alert it is true and false.

Preferably for the true alert of excessive risk, seat module is pushed away by described information immediately according to corresponding alert Module is sent, to the wearable device for the people that is in danger, guardian and or my related alert information of intelligent mobile terminal push and scene Emergent management prediction scheme, saving oneself before being rushed to for professional medical rescue personnel provides scientific guidance, and wins the rescue time of preciousness.

It is to cause one of disabled, dead principal risk that accidentally tumble, which occurs, for the elderly, and an embodiment of the present invention provides one The reliable fall detection method of kind, referring to Figure 10, including:

Step S01, timing acquiring acceleration, angular velocity data, monitoring parameter and the data sequence for recording change;

Step S02, judges whether that the unidirectional significantly data variation more than setting time threshold value occurs, is not to return Return step S01;It is then to perform step S03;

Step S03, judges whether the resultant acceleration of the significantly change behavior exceedes its tumble threshold value, is to perform step S05, otherwise performs step S04;Wherein resultant acceleration for tri- orthogonal direction magnitude squares of 3-axis acceleration sensor X/Y/Z and Square root, i.e.,, wherein A is resultant acceleration, and Ax, Ay, Az are three orthogonal direction acceleration Value;

Step S04, then judge whether the close angle speed of the significantly change behavior exceedes its tumble threshold value, it is to perform step S05, otherwise return to step S01;Wherein close angle speed for three axis angular rate sensor X/Y/Z, tri- orthogonal direction magnitude squares and Square root, i.e.,, wherein R is close angle speed, and Rx, Ry, Rz are three orthogonal direction angular speed Value;

Step S05, judgement fall whether stroke exceedes its tumble threshold value, are then to perform step S06, otherwise perform step S09;Wherein fall stroke to refer to from detecting that unidirectional tenesmus movement, which occurs, to be played resultant acceleration/angular speed and dash forward from maximum It is changed into 0 to stop, the displacement that wearable device is occurred.Traditional fall detection algorithm simply detects wearer's usual manner and drops into ground When resultant acceleration, close angle velocity variations value, but fallen down after buffer object is slipped, caught or encountered for wearer and a front and rear left side Right different directions such as fall down at the mode, if according to larger threshold decision, it will cause serious fail to report;Compare threshold value to set It is low, and can cause seriously to report by mistake.Fall stroke by increase to judge, it is possible to suitably lower related resultant acceleration, close angle speed Judgment threshold, effectively reduce rate of failing to report and rate of false alarm;

Step S06, carries out heart rate and judges extremely, if heart rate belongs to abnormal ranges, performs step S07;If heart rate Belong to normal range (NR), then perform step S08;

Step S07, is set to the tumble alarm of excessive risk rank;

Step S08, is set to the tumble alarm of risk rank;

Step S09, is set to the tumble alarm of low-risk rank;

Step S10, intelligent wearable device notify wearer to carry out tumble confirmation;If wearer does not have in limiting time Tumble confirmation is carried out, then performs step S12;Otherwise step S11 is performed;Intelligent wearable device can pass through voice, vibrations or screen The prompting mode notice intelligent wearable device of display;

Step S11, confirms if having carried out falling in limiting time, and whether intelligent wearable device inquiry wearer needs Relief;Wearer confirms to succour, then directly returns to S01, otherwise perform next step;Intelligent wearable device can pass through language Sound, vibrations, the prompting mode inquiry wearer of screen display;

Step S12, tumble alert event and relevant physiological sign data are sent to Yunan County's health service platform.

By S10, S11, two need wearer's verification step, can accurately be confirmed whether that there occurs more serious tumble Event, effectively filtering wrong report, influence less tumble event, reduces receiving a crime report, dealing with emergencies and dangerous situations for Yunan County's health service platform and seat module Pressure.

Reliably detected except falling to wearer, the alarm module 116 is also to wearer's heart rate/breathing/blood oxygen The situations such as the physical sign parameters such as concentration exception, environmental parameter and flash appeal are monitored in real time, are led to automatically after exception is detected Cross WIFI or mobile network and upload respective type alert and current pose and/or physiology sign ginseng to Yunan County's health service platform 200 Number and before the accident happened, the posture of rear a period of time, physiology sign data record, for Yunan County's health service platform 200 the expert be Module 204 of uniting and seat module 205 analyze the authenticity and risk class of the alert;Ankang in relation to intelligent wearable device 100 Monitoring method flow does not do detailed step introduction herein referring to Fig. 8.The platform of Yunan County's health service platform 200 is dealt with emergencies and dangerous situations method Flow referring to Figure 10, including:

The processing such as step S13, initialization process, including subscriber data typing and information storage;

Step S14, detects whether new alert, if so then execute step S15;Otherwise return;Specifically, according to intelligence Can the wearable device alarm event information that reports detect whether new alert;Wherein, alert event includes falling and alarms Physical sign parameters abnormal alarm event, environmental parameter anomalous event and the flash appeal events such as event, heart rate/breathing/blood oxygen concentration;

Step S15, verifies whether alert true and risk class, and continues wearer's physiology sign number of monitoring alarm According to;If true alarm, then step S16 is performed, otherwise perform step S19;

Specifically, the seat module 205 of Yunan County's health service platform 200 starts live audio and video and/or the police's work of photo core, The true and false of alert is verified by means such as monitoring, intercommunication, video/photos;And combined for wrong report, Yunan County's health service platform 200 The normal data reference library of big data module 201, the intelligent wearable device to false alarm issue the correspondence after being adjusted optimization The safe and comfortable threshold value of warning of alert;

Preferably, in order to protect wearer's privacy, Yunan County's health service platform 200 is only receiving tumble, heart rate/breathing etc. Physiology sign disappears, too low just allows to enable video core police's function when excessive risk alert;

Preferably, in order to protect wearer's privacy, Yunan County's health service platform 200 is receiving heart rate/physiology of respiration sign mistake When height/overrun in, low-risk alert, it is allowed to enable human body and block video core police's function, seat personnel can only see human body wheel Scene outside exterior feature;

Preferably, in order to further verify alert, seat module 205 or intelligent terminal 300 can enable intelligence wearing and set Standby audio-video monitoring function, makes seat personnel understand field conditions.Specifically, seat personnel can pass through face detail and scene Sound understands wearer's situation;

Preferably, when intelligent wearable device detects that alert occurs dark in night, seat module 205 or intelligence Terminal 300 can start the night lamp by matched somebody with somebody low-illuminance cameras, or open intelligence nearby by the household appliance control module 107 Can light bulb progress light filling;

Step S16, according to the type of alert event, sends and corresponding saves oneself measure and points for attention to intelligence wearing is set It is standby, to inform how alarm person saves oneself;

Step S17, if verifying the alert for excessive risk rank, positioning acquisition position letter is carried out to the wearer of alarm Breath, and judge alert classification, live emergent management prediction scheme is generated, and the positional information alert classification and live emergent management Prediction scheme is sent to intelligent wearable device and intelligent terminal;

Specifically, for the true alert of excessive risk, seat module 205 first positions alarm person, further according to corresponding Alert, immediately by described information pushing module 206, intelligent wearable device 100, intelligent terminal 300 to the people that is in danger push Related alert information and live emergent management prediction scheme, saving oneself before being rushed to for professional medical rescue personnel provide scientific guidance, and Win the rescue time of preciousness;

Specifically, seat module 205 positions alarm person, is to wearing by the locating module 113 of intelligent wearable device Person implements positioning, rescue.The locating module 113, can when there are abnormal conditions in wearer and or after getting lost, wandering away, pass through The locating module is implemented to position, is rescued to it.The locating module 113 can configure the Big Dipper, GPS, Grosso, Galileo global satellite One or more combinations of location technology, realize that outdoor is relatively accurately positioned to wearer;

Preferably, when wearer can not carry out global positioning satellite indoors, locating module 113 can be based on LBS and move Base station location technology, realizes wearer indoor coarse localization;

Preferably, locating module 113 can also pass through the NFC in the wireless communication module 117(Near Field Communication, near-field communication)And/or RFID(Radio Frequency Identification, radio frequency identification)Mould Block, with reference to based on NFC, the consumption terminal of RFID technique, access-control card reader or locator, it is indoor precisely fixed that wearer is realized Position;

Preferably, it is locating module 113 can also be plugged into by the household appliance control module 107 infrared detector, infrared The equipment of the detectable physical activity such as microwave dual technology detector, intelligent camera, realizes wearer indoor precise positioning;

Preferably, locating module 113 can also be by the WIFI module in the wireless communication module 117, when wearing is set After family, public WIFI hot spot signal coverage areas and Successful login connection is entered, from trend Yunan County health service platform 200 The WIFI network information is reported, Yunan County's health service platform 200 to the inquiry of WIFI bandwidth operator database platforms by being somebody's turn to do WIFI network address, realizes wearer indoor precise positioning;

Step S18, according to received first aid confirmation message, sends first aid alarm information to medical care first-aid system;

Specifically, when wearer or guardian confirm to need health care professional to come to succour, intelligent wearing is passed through Equipment 100 or intelligent terminal 300 send first aid confirmation message to Yunan County's health service platform 200;200 basis of Yunan County's health service platform The first aid confirmation message, the medical care first-aid system to medical institutions such as hospitals send first aid alarm information, pass through the medical care of specialty Personnel come to the rescue.The first aid alarm information includes personal information, positional information and the physiology sign data of alarm person;

Step S19, the intelligent wearable device to false alarm issue the safe and comfortable threshold value of warning of the correspondence alert after tuning;

Specifically, the big data module 201 of Yunan County's health service platform 200 is derived and is used for according to normal data reference library The more scientific rational safe and comfortable threshold value of warning of intelligent wearable device 100, and the intelligence is pushed to by information exchange module 202 and is worn Equipment 100 is worn, is preserved into the memory 105, carries out early warning judgement by the threshold value after this optimization later.

As wearable device, plug wire charging is not easy to due to often turning over during wearer's nighttime sleep, when daytime charges Then wearer is not easy to activity, and taking wearable device charging then has the risk that problem may be abnormal during charging.Therefore originally The charging module 118 of inventive embodiments also add intelligent toggle switch on the basis of conventional wired charging module 1181 1182 and wireless charging module 1183, referring to Fig. 7.After powering inserted with micro USB plug, the intelligent toggle switch 1182 is certainly It is dynamic to switch to wired charging module 1181 and charge to rechargeable battery 1184;When being not inserted into preferential charging plug but enter wireless charging Behind electric appliance region, the intelligent toggle switch 1182 automatically switches to wireless charging module 1183 and rechargeable battery 1184 is filled Electricity.Wireless charger can be so placed at doss side or parlor sofa, wearer can utilize wired charging on daytime Module quick charge, goes to bed and sleeps or then carried out automatically in rest on sofa wireless charging.

More preferably, the intelligent wearable device of the embodiment of the present invention further includes Voice Navigation module 114, can get lost in wearer When provide Voice Navigation service.Lost rear wearer occurs and passes through point touching screen or direct phonetic order startup Voice Navigation work( Can, objective title is said according to voice prompt(Such as:The places such as the cell wanted to go to, street, building)Afterwards, described Yunan County Health service platform 200 will issue navigation way information to wearable device 100, wearing is set automatically according to the navigation requests of wearer Whether standby 100 according to the navigation information, voice prompt wearer advance route, direction, while judge wearer according to the navigation Advance in path;Then prompt wearer to walk back correct line if the deviation from route, if wearer continues to go to the wrong way, return present bit Confidence is ceased with after route information, waits Yunan County's health service platform 200 to issue the guidance path after recalculating, and continue prompting and wear Wearer advances, until wearer reaches the destination, just terminates this Voice Navigation.

More preferably, present invention also offers household appliance control module 107, control is assigned by touch-screen or voice in wearer After instruction, or after wearer's rest, by the radio receiving transmitting module 106, realize the control to intelligent appliance.

Preferably, the household appliance control module 107, can directly by radio receiving transmitting module 106, with intelligent appliance and/ Or by the direct networking of intelligent socket, realize inexpensive local control.

Preferably, the household appliance control module 107, can also pass through the wireless communication module 117 and/or mobile communication Module 115 communicates with intelligent domestic gateway, and intelligent domestic gateway is again by radio receiving transmitting module 106, with intelligent appliance and/or logical The direct networking of intelligent socket is crossed, realizes long-range and/or local control of the intelligent wearable device 100 to intelligent appliance.

Preferably, the intelligent wearable device 100 can combine user after user's rest is detected, get up in the night to urinate or is outgoing Custom, hobby, automatically control the working status of air-conditioning, light;For example detect that user is lied down on bed after rest, by wearer Custom automatically turns down lamplight brightness and is delayed after a period of time, and particularly wearer turns off the light automatically after entering sleep state;Detection Automatically by weak to bright opening light when getting up in the night to urinate to wearer;After detecting that wearer's shutdown is outgoing, then the consumption such as air-conditioning is automatically closed Can equipment.

The radio receiving transmitting module 106, using the technology such as including but not limited to infrared, bluetooth, WIFI, ZWAVE, ZIGBEE In one kind and/or multiple combinations.Wherein, ZWAVE be a kind of emerging based on radio frequency, low cost, low-power consumption, it is highly reliable, Suitable for the short-distance wireless communication technology of network.ZigBee is the low-power consumption LAN protocol based on IEEE802.15.4 standards.

The wireless communication module 117, includes one kind of the wireless short-distance communication technology such as NFC, RFID, bluetooth, WIFI And/or multiple technologies combination, realize that consumption, wearer are accurately positioned, home wiring control, wearer's intelligent terminal communicate and and Yunan County The broadband connections of health service platform 200.

The mobile communication module 115, support but be not limited to the common 2G/3G/4G of each mobile communication carrier at present and One or more technical combinations in following 5G and the mobile communication technology of renewal, and the SIM card matched somebody with somebody in intelligent wearable device Support voice, flow package.

More preferably, the intelligent wearable device 100 of the embodiment of the present invention further includes deep learning module 110, for wearing Person's daily life work and rest activity is analyzed, learnt and stored, combination temperature, humidity and season parameter, study wearer's hobby Intelligent appliance equipment control parameter, and combine the expert system module 204 of Yunan County's health service platform 200, expert consultation mould The recommendation that block 207, medicine art evaluation module 208 are provided according to information such as the safe and healthy record data of wearer, physiology sign datas Parameter, it is round-the-clock to automatically control intelligent appliance equipment by the household appliance control module 107(Such as:Air-conditioning, electric fan, electric light Deng), in a manner of more healthy, intelligent automated control, save the trouble that wearer controls household electrical appliances manually.

Preferably, which is additionally operable to according to above-mentioned recommended parameter, to its bad behavior(Such as:It is bad Work and rest, poor eating habits, undesirable movement or amusement etc.)Reminded, so that wearer forms more rational behavioural habits. The daily life work and rest activity includes daily life time, activity time, the activity of hobby and movement etc..The recommended parameter includes Healthy evaluation result, care plans and/or medical scheme.

Preferably, which is additionally operable to obtain the sound multimedia messages that wearer likes, in advance voice Remind wearer its like have the sound multimedia time started, if wearer's voice or gesture confirm to appreciate the program, Smart television is opened by the household appliance control module 107 to switch in corresponding channel or program source or opening intelligent wearable device The media player put plays out;The sound multimedia messages include TV, film, drama, storytelling and sound news money The sound multimedia type such as news, novel and reproduction time.

The deep learning module 110 is additionally operable to obtain the noiseless media content that wearer likes, and whether prompts wearer Listen to, if so, then the voice interaction module 109 plays the noiseless media content and listened to wearer.The interactive voice Module 109 is additionally operable to receive the selection control voice instruction that wearer sends, and performs corresponding media content control operation.It is described Selection control voice instruction includes the phonetic orders such as upper and lower page turning, the selection of word speed intonation, background music selection, bookmark.Noiseless matchmaker Holding in vivo, which includes noiseless news, novel etc., reads class media content.

The deep learning method flow of the deep learning module 110 referring to Figure 11, including:

Step S21, obtains beginning and ending time and the behavioral parameters of the daily life work and rest activity of wearer, and store-memory; Specifically, with the fixed cycle(Such as:In units of day, week, the moon), obtain beginning and ending time and the behavior of wearer's work and rest activity Parameter and store-memory;

Step S22, combination temperature, humidity and season parameter, obtain the environmental control parameters that wearer likes;Specifically, With the fixed cycle(Such as:In units of day, week, the moon), obtain wearer hobby environmental control parameters (such as:Wearer Usually set air-conditioner temperature, electric fan wind speed, electric light light intensity etc.);

Step S23, periodically uploads beginning and ending time and behavioral parameters, the environmental control parameters of the work and rest activity of above-mentioned wearer Extremely Yunan County's health service platform 200,

Step S24, obtains Yunan County's health service platform 200 and is analyzed according to big data module 201, expert system module 204 The recommended parameter arrived, control intelligent appliance equipment perform corresponding operation, and the bad daily life system activity to wearer into Row is reminded.Wherein, intelligent appliance equipment includes intelligent air condition, intelligent electric fan, intelligent electric lamp etc..

In addition, the deep learning method of the embodiment of the present invention further includes:

Step S25, obtains the sound multimedia messages that wearer likes;Specifically, with the fixed cycle(Such as:With day, Week, the moon are unit), obtain the sound multimedia messages that wearer likes;

Step S26, in the sound multimedia broadcast start time that wearer likes, plays out prompting;

Step S27, wearer are confirmed whether to play, if so, then controlling smart television or built-in media renderer plays The sound multimedia.

Further, the deep learning method of the embodiment of the present invention further includes:

Step S28, obtains the noiseless media content that wearer likes;Specifically, with the fixed cycle(Such as:With day, Week, the moon are unit), obtain the noiseless media content that wearer likes;

Step S29, prompts whether wearer listens to the noiseless media content;

Step S210, if wearer confirms to listen to, plays corresponding noiseless media content;

Step S211, receives the selection control voice instruction that wearer sends, performs corresponding media content control operation. The selection control voice instruction includes the phonetic orders such as upper and lower page turning, the selection of word speed intonation, background music selection, bookmark.

The sound identification module 108 of the embodiment of the present invention, based on newest speech recognition technology, can effectively identify mandarin And the local dialect(Such as:Guangdong language, the south of Fujian Province language, Shanghai native language etc.)Interactive voice and the sound of snoring, acutely cough, moan, crying in fear, falling Wait the identification of physiology and abnormal sound.

In order to further improve the effective discrimination of voice and the more dialects of identification, which also supports pair The ability that wearer's voice is learnt, using the simple with learning mode of " being learned with me ", easily record, learns wearer to normal With pronunciation(Pronunciation including word, word, phrase), and store into wearer's speech spectral characteristics storehouse, as another speech recognition Pattern library, and learn and store the physiology and abnormal sound of wearer, common control and response voice to received pronunciation frequency spectrum Feature database.Wherein " learned with me " with mode be comparable to repeat the words of others like a parrot with form.

More preferably, the sound identification module 108 is herein in connection with the current living scene of wearer and approximate speech frequency spectrum, and The means that voice with reference to gesture recognition module 102, big data module 201 assists in identifying and final wearer confirms, study is simultaneously The vocabulary beyond the received pronunciation spectrum signature storehouse and wearer's speech spectral characteristics storehouse or nonstandard vocabulary are stored, has one Fixed self-learning ability.Specifically, when the voice of sound identification module identification wearer does not meet the received pronunciation spectrum signature When storehouse or wearer speech spectral characteristics storehouse, with reference to the current living scene of wearer and approximate speech frequency spectrum, thus it is speculated that go out similar language Sound, after wearer confirm it is correct after, add comparable speech that this deduces to wearer's speech spectral characteristics storehouse.When what is deduced When comparable speech is incorrect, the gesture motion progress voice with reference to wearer assists in identifying or voice is uploaded to Yunan County's health service Platform carries out voice and assists in identifying, and acquisition assists in identifying voice, after wearer confirms correctly, adds this and assists in identifying the language Sound is to wearer's speech spectral characteristics storehouse.

The audio recognition method flow of the sound identification module 108 referring to Figure 12, including:

Step S31, study and storage physiology and abnormal sound(Such as:Fall down, the sound of snoring, groan, the sound such as cough), it is common Control and response voice are into received pronunciation spectrum signature storehouse;Learn and store the common pronunciation of wearer to wearer's voice frequency Spectrum signature storehouse;

Step S32, carries out hardware, the processing of software noise filtering;

Step S33, judges whether to detect voice or produces voice interruption request, is not then return to step S32, is to hold Row step S34;

Step S34, judges whether to meet the voice in received pronunciation spectrum signature storehouse or wearer's speech spectral characteristics storehouse, It is then to perform step S39, is not then to perform step S35;

Step S35, with reference to the current living scene of wearer and approximate speech frequency spectrum, thus it is speculated that go out comparable speech, specifically, institute It can be speculated comparable speech by the voice described in voice prompt wearer to state intelligent wearable device 100;Wearer It can confirm whether deduced comparable speech is correct by voice or gesture, be then execution step S38, then perform step S39, It is not then to perform step S36;

Step S36, is assisted in identifying with reference to gesture, or to upload the section audio big to Yunan County's health service platform 200 Data module 201 carries out voice and assists in identifying, and acquisition assists in identifying voice;

Step S37, the intelligent wearable device 100 can be described auxiliary by the voice described in voice prompt wearer Identification voice is helped, whether wearer can correct by assisting in identifying voice described in voice or gesture confirmation, is to perform step S38, then perform step S39;It is not then return to step S32;

Step S38, adds the new speech feature to wearer's speech spectral characteristics storehouse, reaches the effect constantly learnt by oneself;

Step S39, after performing corresponding phonetic order, return to step S32.

More preferably, the intelligent wearable device 100 of the embodiment of the present invention further includes voice interaction module 109, is worn for basis The voice interface instruction of wearer, carries out interactive voice with wearer, carries out speech recognition, perform phonetic order, store wearer Action and operating parameter.This cause between the intelligent wearable device 100 and wearer have it is a kind of more intelligent, intimate, convenient and The exchange of hommization, interaction mode.In addition, voice interaction module 109 is based on above-mentioned all kinds of perception, study and speech recognition skill Art, always according to the wearer's daily schedule learnt, is accustomed to, and voice prompt and/or vibrations display reminding are actively initiated in timing, with Whether prompting wearer carries out interactive voice.The daily life system of wearer, amusement and the prompting of fitness campaign, content are broadcast in realization Report and service, the prompting to its bad habit, and health, the prompting of the assessment result of security risk.

The voice interactive method flow of the voice interaction module 109 referring to Figure 13, including:

Step S41, according to the wearer's daily schedule learnt, is accustomed to, voice prompt and/or vibrations are actively initiated in timing Display reminding, to prompt whether wearer carries out interactive voice;

Step S42, judges whether to detect the voice interface instruction of wearer, is then to perform step S43;

Step S43, voice answer-back and/or instruction to wearer carry out speech recognition;

Step S44, performs the phonetic order of wearer, storage wearer action, operating parameter;

Step S45, the operation of corresponding phonetic order is performed with reference to Yunan County's health service platform 200, and the learning and memory action And operating parameter.

Above-mentioned steps S41 can also be omitted, and interactive voice instruction is actively initiated by wearer.Above-mentioned steps S45 can also Omit.

The central processing unit 119, using with more powerful calculation processing power, abundant I/O interfaces, display interface, I The low-power consumption list of the resource such as flash memory, RAM, network service in 2C interfaces, USB interface, SD card interface, SIM card interface and interruption, piece The chips such as piece machine, application specific processor, arm processor and smart mobile phone dedicated alternative processor.

The memory module, for store the various customs of wearer, voice learning outcome, and vital sign, fortune The storage of the data such as dynamic posture, environmental parameter and record.

The display module, is human-computer interaction interface, includes but not limited to LED(Light emitting diode, shine Diode)Display screen, OLED(Organic Light-Emitting Diode, organic electric laser)Display screen, LCD(Liquid Crystal Display, liquid crystal display)Display screen, touch-screen.

Preferably, in order to extend stand-by time, the display module usually closes display, when wearer's finger is put to screen Place's a period of time, or tapping screen is no less than secondary, or the gesture recognition module detects wearer's arm left-to-right or the right side After being no less than twice to the quick whipping of let continuous, then screen is lighted;If wearer does not grasp after a period of time after screen is lighted Act, then display is automatically closed.

Preferably, the display module has scene Recognition and matching display function, can be according to the current activity of wearer Scene, automatic display and the matched relevant parameter of scene institute, for example step number and time are shown automatically during stroll.

Preferably for the scene for needing display multiple parameters at the same time, with reference to the gesture recognition module, the display mould Block is supported to get rid of arm switching display function.Arm whipping from left to right, automatically switches to next screen parameter and shows;Arm is from right to left Whipping, automatically switches to a screen parameter and shows;Arm whipping from top to bottom, then be back to main interface.

Preferably, with reference to the sound identification module, the display module support parameter acoustic control is shown and or voice broadcast Function, such as wearer send heart rate phonetic order, then show Current heart rate automatically, and decide whether that voice is broadcast as needed Report Current heart rate data.

Existing product and patented technology still use traditional touching type operation technology, for the people that old man, expression in the eyes are poor Group and drive, moving scene when, this control mode is very inconvenient.Using above-mentioned scene matching, gesture identification, language After sound identification technology, man-machine display interface will very simply, conveniently, intuitively, hommization.

Set as shown in Fig. 2, the AM access module 203 of Yunan County's health service platform 200 of the embodiment of the present invention is used for intelligence wearing Standby 100, the online access of the intelligent terminal 300 of guardian/wearer.

Preferably, the intelligent wearable device 100 can use the access way connected on demand, be abnormal event or use Just to 200 online, upload information of Yunan County's health service platform or data after the request of family, link connection is actively closed after upload, Or after a while without data upload and or further operation, request after, AM access module 203 can be automatically closed the link company Connect, so as to reduce the TCP concurrent connection numbers and heartbeat packet processing load of access server, effectively improve the access energy of server Power, reduces flow consumption and the power consumption of intelligent wearable device.

Preferably, intelligent terminal 300 ensures any time described information pushing module using online online access way Wearer's fortuitous event can be pushed to the intelligent terminal of guardian/wearer.

Expert system module 204, it is known based on health, medical treatment, the knowledge base of safety precaution field specialty and experts and scholars Know, and the actual sample reference data drawn with reference to the big data module 201, individual is drawn by the inference mechanism of specialty Healthy evaluation result, care plans and/or medical scheme, and wearer's intelligence is pushed to by described information pushing module 206 Can terminal 300.

Expert consultation module 207, clear and definite care plans and/or medical treatment side can not be provided to the expert system module 204 The individual of case, or can using in wearer family, community medicine instrument carry out the disease of preliminary physical examination, the intelligence wearing is set Standby 100 can be uploaded to inspection result Yunan County's health service platform 200, carry out remote diagnosis by expert consultation module 207, and provide Therapeutic scheme.Specifically, expert consultation module 207 makes expert remotely receive disease examination as a result, providing teletherapy scheme, leads to Cross info push module and the teletherapy scheme is pushed to intelligent terminal.

Effectively avoid current common disorder or general health problem from all removing hospital therapy, cause doctors and patients' resource excessively anxiety Serious problems.

Described information pushing module 206, pushes to relevant health evaluation result, care plans and/or medical scheme and wears Wearer's intelligent terminal 300, guardian can buy the relative article that therapeutic scheme is recommended by electric business module 209.Information pushes Module 206 be additionally operable to the teletherapy scheme and medicine art evaluation module 208 that expert consultation module 207 provides draw can be after Continue use information and information can not be continuing with and push to intelligent terminal 300.

The electric business module 209, is recommended for wearer guardian and/or in person according to the expert system module 204 Care plans or medical scheme, pass through the electric business module 209 and buy relevant healthcare product, health care facility, health care service or medicine Deng health-care hospital commodity;After electric business module, which receives wearer, has signed for purchasing the receipt information of commodity, information exchange is notified that Module 202 issues prompting instruction and gives the intelligent wearable device 100, and by the intelligent wearable device, 100 timed reminding wearer takes Purchased health products, medicine, or health care on time, and combined with the medicine art evaluation module 208, proceed by the assessment of medicine art.Specifically Ground, electric business module 209 send the art assessment of startup medicine and instruct to the medicine art evaluation module 208 after the receipt information is received, Medicine art evaluation module 208 sends data acquisition instructions to intelligent wearable device 100, intelligent wearable device 100 and opens according to the instruction Begin collection wearer receive treatment before, the physiology sign data during treatment and after treatment, which is used for medicine art evaluation module 208 carry out medicine art assessment.

Seat module 205, for monitoring the alert verified intelligent wearable device and reported, positions wearer, and by described Info push module, to the alert of the intelligent terminal push wearer of guardian, position of being in danger, in-situ processing prediction scheme information, and Notice professional medical rescue personnel, which visits, implements rescue or treatment.In addition, seat module 205 can also start the intelligence wearing The audio-video monitoring function of equipment, makes seat personnel understand field conditions.

The medicine art evaluation module 208, with reference to the big data module 201, expert system module 204, passes through the intelligence Can wearable device 100 gather that the treatment patients uploaded are front and rear and treatment during physiology sign data, with standard life Reason sign Index is compared, if wearer's body improving situation, information can be continuing with by drawing, pass through info push module 206 transmissions can be continuing with information to intelligent terminal 300, and otherwise, information can not be continuing with by drawing, pass through info push module 206 transmissions can not be continuing with information to intelligent terminal 300.As it can be seen that the medicine art evaluation module of the embodiment of the present invention can be effective Assess the therapeutic scheme that wearer receives treatment(Such as health products, medicine or the operation received that wearer takes), so as to To help, medical institutions, wearer and guardian are timely, effectively understand and assess all kinds of health products, medicine and operation plan Specific curative effect, is conducive to help expert to improve therapeutic scheme and product deficiency in time, formulates more scientific, rational therapeutic scheme, More excellent, suitable health product, equipment and service are selected for patient.

The embodiment of the present invention also provides a kind of medicine art appraisal procedure, referring to Figure 14, including:

Step S51, intelligent wearable device collection wearer receive the physiology sign number before treating, during treatment and after treatment According to;

Step S52, obtains the physiology sign data;Specifically, according to the assessment instruction of medicine art is started, obtain wearer and connect Physiology sign data before treated, during treatment and after treatment;Startup medicine art assessment instruction can be sent out by the electric business module Rise, can also be initiated by intelligent wearable device, or actively initiated by medicine art evaluation module;

Step S53, by the physiology sign data compared with Standard physiological sign Index;

Step S54, whether wearer's body situation improves after judging treatment;It is then to perform step S55, is not then to perform step Rapid S56;

Step S55, determines that wearer uses therapeutic scheme effect preferable, can be continuing with, transmission can be continuing with Information is to intelligent terminal;

Step S56, therapeutic scheme effect is poor used by determining wearer, it is impossible to is continuing with, transmission cannot continue Use information is to intelligent terminal.

The big data module 201, including database module and big data analysis module.Wherein database module is used to deposit Storage, inquiry wearer's personal information and integrated information(Such as:The information such as case history, medical condition)And the institute of intelligent wearable device 100 The safe and healthy record data uploaded are gathered, and the expert system module 204 is according to wearer's personal information and integrated information And Gernral Check-up result, care plans and/or the medical scheme that safe and healthy record data are drawn.

The big data analysis module, the safe and healthy note of the wearer's Massive Sample stored to the database module Record database and carry out big data analysis, obtain the normal data reference library that there is Massive Sample measured data to support, can be described Expert system module 204 provides decision references and data-optimized.

Preferably, according to the normal data reference library, the big data analysis module can also be derived wears for intelligence The more scientific rational safe and comfortable threshold value of warning of equipment 100 is worn, and the intelligent wearable device is pushed to by information exchange module 202 100, preserve into the memory 105, carry out early warning judgement by the threshold value after this optimization later.Pass through this kind of closed-loop system The continuous iteration optimization of parameter, normalizing, can effectively reduce by wrong report, the rate of failing to report of 100 alert of intelligent wearable device, improve expert system Science, accuracy, the universality that system module 204 is assessed, diagnosed, suggesting.

The embodiment of the present invention also provides a kind of big data processing method, referring to Figure 15, including:

Step S61, receives and stores wearer's personal information and integrated information, and the wearing that intelligent wearable device uploads The safe and healthy record data of person;

The safe and healthy record data are carried out big data analysis, obtained with Massive Sample measured data by step S62 The normal data reference library of support;

Step S63, refers to according to wearer's personal information and integrated information, safe and healthy record data and normal data Storehouse, healthy evaluation result, care plans and/or medical scheme are drawn by the inference mechanism of specialty;

Step S64, stores healthy evaluation result, care plans and/or the medical scheme.

Further, the big data processing method of the embodiment of the present invention further includes:

Step S65, the normal data reference library drawn according to big data analysis, with reference to wearer's individual information and comprehensive letter Breath derives the safe and comfortable threshold value of warning for intelligent wearable device;

Step S66, pushes the safe and comfortable threshold value of warning to intelligent wearable device, the iteration of the safe and comfortable threshold value of warning of progress individual Optimization.

Big data processing method provided in an embodiment of the present invention can realize the personalization of safe and comfortable threshold value of warning, rationalize, and have Effect reduces wrong report, rate of failing to report, and by the personal information to wearer and integrated information and safe and healthy record data, into Row big data analysis, can improve health evaluating, diagnosis report, care plans, therapeutic scheme that expert system module provided Science, accuracy, universality.

Described information interactive module 202, for the information exchange with the intelligent wearable device 100, can wear according to intelligence The request of equipment 100 is worn, sends corresponding information(Such as:Health status, health care suggestion, Domestic News, sound multimedia Etc. information)To intelligent wearable device 100, listened to by 100 speech play of intelligent wearable device to wearer.

The intelligent terminal 300, includes but not limited to smart mobile phone, tablet computer, personal computer.Guardian's bag Include but be not limited to wearer relatives, medical staff etc.;The guardian runs on the intelligence eventually by user name, password login After application software or client software on end, can the information that is pushed to Yunan County's health service platform 200 of real-time reception, can also look into Ask wearer's associated safety, health evaluating idagnostic logout and health care, therapeutic scheme.

The intelligent wearable device 100, includes but not limited to intelligent watch/watch, Intelligent bracelet, intelligent ring, intelligence Glasses etc. dress the intelligent equipment of form.

More preferably, safe and comfortable service platform 200 of the present invention uses cloud computing technology, effectively realizes and magnanimity is intelligently worn Wear cloud Internet of Things, big data analysis, cloud computing and the cloud storage of equipment 100 and intelligent terminal 300 and information data.

In conclusion the intelligent wearable device of the embodiment of the present invention passes through deep learning, speech recognition, big data and medicine art Assessment technology, can in, the elderly provide it is a kind of with higher degree artificial intelligence, become collection security protection, health care, movement, Amusement, hommization are in the Intelligent life assistant of one.

Corresponding hardware realization details is not described in detail in above-described embodiment, such as the intelligent wearable device Specific pin connection mode, involved device or module between middle central processing unit 119 and mobile communication module 115 it is specific Model etc., because for those skilled in the art, this is the thing being easily done.

One of ordinary skill in the art will appreciate that realize all or part of flow in above-described embodiment method, being can be with Relevant hardware is instructed to complete by computer program, the program can be stored in a computer read/write memory medium In, the program is upon execution, it may include such as the flow of the embodiment of above-mentioned each method.Wherein, the storage medium can be magnetic Dish, CD, read-only memory(Read-Only Memory, ROM)Or random access memory(Random Access Memory, RAM)Deng.

Preferred embodiment is lifted above, the object, technical solutions and advantages of the present invention is further described, institute It should be understood that the foregoing is merely illustrative of the preferred embodiments of the present invention, it is not intended to limit the invention, it is all the present invention's Within spirit and principle, any modification, equivalent replacement, improvement and so on, should all be included in the protection scope of the present invention, The interest field that the present invention is advocated should be subject to described in patent application scope, rather than be only limitted to above-described embodiment.

Claims (8)

  1. A kind of 1. reliable detection method of alarm of the safe and comfortable service system of intelligence, it is characterised in that including fall detection method, including Step;
    Acceleration, the angular velocity data of intelligent wearable device timing acquiring wearer, monitoring acceleration data and/or angular speed number According to and record the acceleration information sequence and/or angular velocity data sequence of change;
    Judge whether that the unidirectional significantly data variation more than setting time threshold value occurs, be to judge that the unidirectional is big Whether the resultant acceleration that amplitude data changes corresponding behavior exceedes tumble threshold value;
    If the resultant acceleration that behavior is widely varied exceedes tumble threshold value, played according to from generation unidirectional tenesmus movement Resultant acceleration sports 0 from maximum and stops, and the displacement that intelligent wearable device is occurred judges to fall whether stroke exceedes tumble threshold Value;Otherwise judge whether the close angle speed of the unidirectional significantly corresponding behavior of data variation exceedes tumble threshold value, if super Cross, then according to from unidirectional tenesmus movement occurs playing close angle speed and sporting 0 from maximum to stop, intelligent wearable device is sent out Raw displacement judges to fall whether stroke exceedes tumble threshold value;
    If falling stroke exceedes tumble threshold value, judge whether heart rate is abnormal, if heart rate belongs to abnormal ranges, is set to high wind Dangerous rank, which is fallen, alarms;Otherwise, it is set to the tumble alarm of risk rank;If falling stroke not less than tumble threshold value, it is set to low Risk class, which is fallen, alarms;
    Intelligent wearable device, which fall, confirms prompting, if not receiving tumble confirmation message in limiting time, or is limiting It has received tumble confirmation message and first aid confirmation message in time, then send tumble alert event and wearer's physiology sign number According to Yunan County's health service platform.
  2. 2. the reliable detection method of alarm of the safe and comfortable service system of intelligence as claimed in claim 1, it is characterised in that further include flat Platform is dealt with emergencies and dangerous situations method, including step:
    When Yunan County's health service platform has detected alert generation, verify whether alert true and risk class, and continue to monitor Wearer's physiology sign data of alarm;
    If verifying as true alarm, and when be excessive risk rank alert, then the wearer of alarm is positioned, obtain position and believe Breath, and judge alert classification, live emergent management prediction scheme is generated, and the positional information, the urgent place of alert classification and scene Reason prediction scheme is sent to intelligent wearable device and intelligent terminal;
    According to received first aid confirmation message, first aid alarm information is sent to medical care first-aid system.
  3. 3. the reliable detection method of alarm of the safe and comfortable service system of intelligence as claimed in claim 2, it is characterised in that the verification The step of alert, includes:According to intelligent wearable device upload live video or photo verify alert, and/or by monitor and it is right The mode of saying verifies alert.
  4. 4. the reliable detection method of alarm of the safe and comfortable service system of intelligence as claimed in claim 3, it is characterised in that the verification The step of alert, further includes:The video monitoring function of intelligent wearable device is opened, is regarded according to the monitoring that intelligent wearable device uploads Frequency verifies alert.
  5. 5. a kind of safe and comfortable service system of intelligence, including the intelligent wearable device of interconnection, Yunan County's health service platform and intelligence are eventually End, it is characterised in that acceleration, the angular velocity data of the intelligent wearable device timing acquiring wearer, monitoring acceleration number According to and/or angular velocity data and the acceleration information sequence and/or angular velocity data sequence that record change;Judge whether to occur super The unidirectional of setting time threshold value significantly data variation is crossed, is to judge the unidirectional significantly data variation is corresponding Whether the resultant acceleration of behavior exceedes tumble threshold value;If the resultant acceleration that behavior is widely varied exceedes tumble threshold value, root According to from unidirectional tenesmus movement occurs playing resultant acceleration and sport 0 from maximum to stop, the position that intelligent wearable device is occurred Move judgement and fall whether stroke exceedes tumble threshold value;Otherwise the conjunction of the unidirectional significantly corresponding behavior of data variation is judged Whether angular speed exceedes tumble threshold value, if exceeding, resultant acceleration is played from maximum according to from generation unidirectional tenesmus movement Value mutation stops for 0, and the displacement that intelligent wearable device is occurred judges to fall whether stroke exceedes tumble threshold value;If fall stroke to surpass Tumble threshold value is crossed, then judges whether heart rate is abnormal, if heart rate belongs to abnormal ranges, is set to the tumble alarm of excessive risk rank; Otherwise, it is set to the tumble alarm of risk rank;If falling stroke not less than tumble threshold value, low-risk rank tumble report is set to It is alert;Intelligent wearable device, which fall, confirms prompting, if tumble confirmation message is not received in limiting time, or when limiting It is interior to have received tumble confirmation message and first aid confirmation message, then send tumble alert event and wearer's physiology sign data To Yunan County's health service platform.
  6. 6. the safe and comfortable service system of intelligence as claimed in claim 5, it is characterised in that Yunan County's health service platform has detected When alert occurs, verify whether alert true and risk class, and continue wearer's physiology sign data of monitoring alarm;If Verify as true alarm, and when be excessive risk rank alert, then the wearer of alarm is positioned, acquisition positional information, and Judge alert classification, generate live emergent management prediction scheme, and the positional information, alert classification and live emergent management prediction scheme It is sent to intelligent wearable device and intelligent terminal;According to received first aid confirmation message, it is anxious to medical care to send first aid alarm information Rescue system.
  7. 7. the safe and comfortable service system of intelligence as claimed in claim 6, it is characterised in that Yunan County's health service platform is according to intelligence The live video or photo that wearable device uploads verify alert, and/or verify alert with intercommunication mode by monitoring.
  8. 8. the safe and comfortable service system of intelligence as claimed in claim 7, it is characterised in that Yunan County's health service platform is also by opening The video monitoring function of intelligent wearable device is opened, the monitor video uploaded according to intelligent wearable device verifies alert.
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