CN106126895A - Healthy living behavior management system and method based on mobile terminal - Google Patents

Healthy living behavior management system and method based on mobile terminal Download PDF

Info

Publication number
CN106126895A
CN106126895A CN201610443377.3A CN201610443377A CN106126895A CN 106126895 A CN106126895 A CN 106126895A CN 201610443377 A CN201610443377 A CN 201610443377A CN 106126895 A CN106126895 A CN 106126895A
Authority
CN
China
Prior art keywords
data
server
mobile terminal
information
signal
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN201610443377.3A
Other languages
Chinese (zh)
Inventor
陈盟卫
蔡震
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Shanghai Lang Mdt Infotech Ltd
Original Assignee
Shanghai Lang Mdt Infotech Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Shanghai Lang Mdt Infotech Ltd filed Critical Shanghai Lang Mdt Infotech Ltd
Priority to CN201610443377.3A priority Critical patent/CN106126895A/en
Publication of CN106126895A publication Critical patent/CN106126895A/en
Pending legal-status Critical Current

Links

Classifications

    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/01Measuring temperature of body parts ; Diagnostic temperature sensing, e.g. for malignant or inflamed tissue
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring 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
    • A61B5/021Measuring pressure in heart or blood vessels
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring 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
    • A61B5/024Detecting, measuring or recording pulse rate or heart rate
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/08Detecting, measuring or recording devices for evaluating the respiratory organs
    • A61B5/0816Measuring devices for examining respiratory frequency
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/08Detecting, measuring or recording devices for evaluating the respiratory organs
    • A61B5/091Measuring volume of inspired or expired gases, e.g. to determine lung capacity
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring 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
    • G06F19/325
    • 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

Landscapes

  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Public Health (AREA)
  • Medical Informatics (AREA)
  • Engineering & Computer Science (AREA)
  • Biomedical Technology (AREA)
  • General Health & Medical Sciences (AREA)
  • Pathology (AREA)
  • Surgery (AREA)
  • Biophysics (AREA)
  • Molecular Biology (AREA)
  • Physics & Mathematics (AREA)
  • Animal Behavior & Ethology (AREA)
  • Veterinary Medicine (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Physiology (AREA)
  • Cardiology (AREA)
  • Pulmonology (AREA)
  • Dentistry (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Vascular Medicine (AREA)
  • Data Mining & Analysis (AREA)
  • Databases & Information Systems (AREA)
  • Epidemiology (AREA)
  • Primary Health Care (AREA)
  • Medical Treatment And Welfare Office Work (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)

Abstract

Healthy living behavior management system and method based on mobile terminal, including wearable device, also include mobile terminal, the data collection server in high in the clouds, data management server, data processing server, information delivery server and data base, wearable device sets up arrowband wireless data link by short-distance wireless transmission with mobile terminal, mobile terminal sets up broadband wireless data link with data collection server by long away from being wirelessly transferred, data base sets up bi-directional data link with each server respectively, original data transmissions link is set up between data collection server and data processing server, between data processing server and information delivery server, foundation processes data transmission link, set up between data management server and data collection server and control data transmission link.High efficiency can simultaneously serve numerous individual consumers, it is provided that the function such as abundant doctor's on-line consulting function, kith and kin's binding, SOS function, real time location tracking, health-oriented products purchase.

Description

Healthy living behavior management system and method based on mobile terminal
Technical field
The present invention relates to a kind of signal processing system and method, particularly relate to a kind of real time data monitoring, process and divide The communication system enjoyed and method.
Background technology
For the mensuration of Human Physiology index, there are many ripe sensors and Worn type instrument at present, main Electrocardiographicdata data includes heart rate, the rhythm of the heart and blood pressure, and environmental index includes limb motion track and air pressure, and lung moves index and includes breathing joint Rule and vital capacity, motion index includes heat consumption and carbon dioxide metabolism, body temperature index include body surface and environment humidity and Temperature, self-perception index includes position degree of balance etc..
Along with continuing to increase of job and life stress increases with the continuous of age, modern occurs in that various health Problem, many people do not find any physiological disease health check-up when, the most irregular there will be various uncomfortable situation, Result in sub-health state.Once occurring that subhealth state wants treated as soon as possible, otherwise can cause a hidden trouble deterioration and increase treatment difficulty.Cause This, prevent trouble before it happens, subhealth state eliminate be accomplished by bud a set of be capable of long-term tracing type monitoring, and with The signal processing system that the software system of analysis crowd's general health combines.
Summary of the invention
It is an object of the invention to provide a kind of healthy living behavior management system and method based on mobile terminal, solve existing There is discreet sensor cannot combine physical signs is made with the specialist system in high in the clouds and judge timely and effectively, it is impossible to will sensing Device signal is shared in time with judgement information and the technical problem propagated.
The healthy living behavior management system based on mobile terminal of the present invention, including wearable device, also includes mobile whole End, the data collection server in high in the clouds, data management server, data processing server, information delivery server and data base, Wearable device sets up arrowband wireless data link by short-distance wireless transmission with mobile terminal, and mobile terminal passes through long away from wireless biography Defeated and data collection server sets up broadband wireless data link, and data base sets up bi-directional data link with each server respectively, Setting up original data transmissions link between data collection server and data processing server, data processing server is issued with information Between server, foundation processes data transmission link, sets up and control data transmission between data management server and data collection server Link.
Described wearable device, is used for gathering electrocardiographicdata data signal, environmental index signal, lung move index signal, motion index One or more in signal, body temperature index signal and self-perception index signal, form transmission of wireless signals to mobile terminal;
Described mobile terminal, is used for receiving wireless signal, activates with built-in simplifying after signal processing model threshold compares The corresponding function module;Form the data with time correlation encapsulate and forwarded by broadband network with wireless signal;Receive issue Information also activates the corresponding function module;
Described data collection server, for receiving the data encapsulation that broadband network forwards, according to rights management data shape Become individual data items set of records ends, persistently forward data processing server, persistently store to data base;
Described data management server, for according to built-in authentication policy, forms individual rights management data and controls individuality Data record set range of application;
Described data processing server, for processing model according to complete signal, holds individual data items set of records ends Continuous trend analysis, forms continuous print and analyzes findings data, processes model threshold according to complete signal and compares, forms critical alarm number According to, analyze findings data and critical alarm data persistently store to data base;
Described information delivery server, for according to the extent of competence in Strategy for information issuing, emergency priority, update cycle Continue from data base, read the formation of individual data items set of records ends to release news, send out to particular terminal or system according to range of application The information of cloth corresponding format, forms information mutual;
Described data base, is used for storing initial data, application intermediate data and system state data, the service that response authorizes Device request of data.
Specialist system, for receiving the information that the analysis findings data of individuality is formed, forms further specialty analysis knot Opinion, carries out information by information delivery server mutual;
Information terminal, including signal response apparatus such as the mobile phone of Rich Media, flat board, TV, bulletin boards;
Linked system, including the information system of the medical and health organizations such as the health check-up of data cube computation, emergency treatment, outpatient service, first aid;
Product distribution system, including medicine, health product and the information system of relevant device distributors of online and offline.
The index signal of the sensor acquisition that described wearable device includes includes:
Electrocardiographicdata data signal includes at least one in lasting heart rate, the rhythm of the heart and blood pressure;
Environmental index signal includes at least one in lasting limb motion form, coordinate, height above sea level and air pressure;
Lung moves index signal and includes at least one in lasting respiratory rhythm and vital capacity;
Motion index signal includes at least one in lasting heat consumption and carbon dioxide metabolism;
Body temperature index signal includes at least one in lasting body surface and the humidity of environment and temperature;
Self-perception index signal includes at least one in lasting trunk and head degree of balance.
Described complete signal processes the analysis findings data that in model, above index signal is formed and includes:
Real-time heart beat;
Rhythm abnormality warning, room property/artrial premature beat, morning/room, room early in pairs, room property/atrial bageminy, room property/Fang Xingsan Connection rule, atrial fibrillation;
Mood pressure balance, slight anxiety, distractibility, LA, agitation, anxiety, anxiety, gloomy, sluggish;
Fall asleep/wake up, sound sleep/shallow is slept, duration of sleeping, stand up number of times;
Breathe too fast/the slowest, breathing average;
Step number/calorie consumption in real time;
Body temperature, circumstance of temperature difference in real time;
Fall alarm;
With at least one class in motion trace data, and at least one of apoplexy due to endogenous wind.
The key step that healthy living behavior management system based on mobile terminal carries out signal processing includes:
S101, adopts to data collection server transmission sensor by setting up the mobile terminal of wireless connections with wearable device The individual physiologic index data of collection;
S102, data management server reads permissions data according to built-in strategy from data base;
S103, data collection server persistently receives the data of collection, forms individual data items set of records ends, according to corresponding power Limit its range of application of data markers;
S104, individual data items set of records ends is persistently stored by data collection server to data base;
S105, individual data items record set is forwarded data processing server by data collection server;
S106, data processing server reads complete signal from data base and processes model parameter data, forms continuous print and divides Analysis findings data, critical alarm data;
S107, analysis findings data, critical alarm data are persistently stored by data processing server to data base;
S108, information delivery server reads extent of competence data in Strategy for information issuing, urgent etc. from data base DBMS, update cycle data;
S109, information delivery server reads individual data items set of records ends from data base according to Strategy for information issuing and is formed Release news, issue with the corresponding format of terminal or interconnected system.
The key step that healthy living behavior management system based on mobile terminal carries out signal processing also includes:
S110, information delivery server is issued individual data items to specialist system, is analyzed findings data and critical alarm data;
S111, it is mutual that specialist system and information delivery server carry out information, forms further findings data, and to data Library storage;
S112, further findings data is sent product distribution system by specialist system, forms drug supply;
S113, information delivery server is issued individual data items to the various support Rich Medias terminal meeting authority, is analyzed knot Opinion data and critical alarm data, notice individuality and party, form real-time report;
S114, information delivery server is to the information system having the medical and health organizations such as the emergency treatment of data cube computation, outpatient service, first aid System report, it is provided that individual coordinate and contact details.
The healthy living behavior management system based on mobile terminal of the present invention is by multifarious sensor and mobile terminal Motility and cloud server efficient data processing ability organically combine, meeting client application by mobile terminal spirit Living on the basis of configuration, perfection realizes the signal of various kinds of sensors and accesses.
The signal accessed completes basic signal processing on mobile terminals, forms the data acquisition system of polymorphic type cross-correlation, So completely so that the power consumption of mobile terminal does not dramatically increases, it is possible to the working cycle phase of collecting sensor signal Join.It is not take up too much limited mobile terminal processor resource simultaneously, meets daily equilibrium and use.At the complete signal of high in the clouds The reduced model of reason model is disposed nearby with wearable device, uses the communication connection mode of low-power consumption with wearable device nearby simultaneously Connect so that wearable device can complete the low noise of high-precision signal, low power consumption transmission, maintains lasting signal acquisition periods And frequency acquisition, meet the enforcement to random but urgent heart rate signal instantaneous, that happen suddenly and catch and quickly and easily analyze so that Whole system still is able to meet the key signal of tens of hours and catches and simple analysis process when communication quality declines.Ensure to wear The discovery in time of wearer's symptom such as premature beat, rhythm abnormality under all weather conditions and process in early days.
Mobile terminal can be directly the mould in the respective application of the key signal in the data acquisition system of cross-correlation and deployment Type threshold value compares, and bursty state is made alarm or alarm lamp reaction, it is to avoid potential tendency crisis occurs in user.
Data acquisition system is sent to corresponding professional server with the data cube computation that cloud server is set up and makees by mobile terminal Analyze further and process, utilizing the high disposal device performance of professional server and complicated signal processing model, essence can be formed True, lasting Monitoring Data and condition monitoring, the process to potential trend and emergency rating can automatically switch to accordingly Specialist system and emergency treatment system, it is ensured that user can obtain suitable rescue in time or relief.Simultaneously can be by Essential information and result that user is detailed are quickly distributed to contact person and the party that user is approved, it is ensured that user Sharing in time of data.Make optimization for family members' inquiry, successive treatment suggestion and assist.
The healthy living behavior management system based on mobile terminal utilizing the present invention can form high efficiency operation pipe Reason pattern, simultaneously serves numerous individual consumers.The doctor's on-line consulting enriched is completed by signal processing type flexibly Function, kith and kin bind health monitoring function and buy function with SOS function, real-time position information following function, health-oriented products Deng the most perfect comprehensive operation pattern.
The persistence of signal is obtained by the healthy living behavior management system of the present invention has advantage, overcomes prior art The collection signal being only capable of under patient at rest's state, or the defect persistently detected at short cycle.Particularly with endangering And the rhythm abnormality warning of patient vitals, room property/artrial premature beat, morning/room, room early in pairs, room property/atrial bageminy, room property/room Property premature ventricular beat, the complicated analysis in real time of atrial fibrillation symptom there is positive effect.
The healthy living behavior management system based on mobile terminal of the present invention has given full play to high in the clouds and terminal software and hardware Advantage, it is possible to meet the long-time accessible collection of key signal under low-power consumption, the quick process of key signal early stage, number Reliable and stable according to transmit, that the degree of accuracy of partial data analysis and information are issued accuracy.
Accompanying drawing explanation
Fig. 1 is the hardware structure schematic diagram of present invention healthy living based on mobile terminal behavior management system;
Fig. 2 is the signal processing flow schematic diagram of present invention healthy living based on mobile terminal behavior management system.
Detailed description of the invention
Below in conjunction with the accompanying drawings the detailed description of the invention of the present invention is described in detail.
As it is shown in figure 1, the present embodiment includes carry-on wearable device 01 and mobile terminal 02, the data receiver service in high in the clouds Device 03, data management server 04, data processing server 05, information delivery server 06 and data base 07, wearable device 01 Set up arrowband wireless data link by short-distance wireless transmission with mobile terminal 02, mobile terminal 02 by long away from be wirelessly transferred with Data collection server sets up broadband wireless data link, and data base 07 sets up bi-directional data link with each server respectively, number Original data transmissions link, data processing server 05 and information is set up between server 03 and data processing server 05 according to receiving Between publisher server 06, foundation processes data transmission link, sets up control between data management server 04 and data collection server 03 Data transmission link processed;
Information delivery server 06 is set up information respectively and is issued chain with specialist system 81, information terminal 82 and linked system 83 Road, specialist system 81 and product distribution system 84 set up information sharing link, product distribution system 84 and delivery system shape under line Become data cube computation.
The hardware structure of the present embodiment, effectively splits data acquisition and data handling procedure, utilizes arrowband wireless Data link completes the concentration of individual data items, utilizes broadband wireless data link to complete the convergence of population data, utilizes high in the clouds Server process advantage completes processing in real time, store and issuing of large-scale data, and realizes and external system and end beyond the clouds The contact of end and information are issued, it is to avoid the accident of individual information is revealed.The server in high in the clouds can exchange with linked system Individual details, it is ensured that to individual timely relief.
In the present embodiment hardware structure, by the process of signal processing different phase with hardware module or the shape of software module Formula is deployed on corresponding hardware component and forms complete signal processing, wherein:
Wearable device 01, is used for gathering electrocardiographicdata data signal, environmental index signal, lung move index signal, motion index letter Number, one or more in body temperature index signal and self-perception index signal, form transmission of wireless signals to mobile terminal 02;
Mobile terminal 02, is used for receiving wireless signal, activates phase with built-in simplifying after signal processing model threshold compares Answer functional module;Form the data with time correlation encapsulate and forwarded by broadband network with wireless signal;Receive the letter issued Cease and activate the corresponding function module;
Data collection server 03, for receiving the data encapsulation that broadband network forwards, is formed according to rights management data Individual data items set of records ends, persistently forwards data processing server, persistently stores to data base;
Data management server 04, for according to built-in authentication policy, forms individual rights management data and controls number of individuals According to set of records ends range of application;
Data processing server 05, for processing model according to complete signal, carries out individual data items set of records ends continuing Trend analysis, forms continuous print and analyzes findings data, processes model threshold according to complete signal and compares, forms critical alarm number According to, analyze findings data and critical alarm data persistently store to data base;
Information delivery server 06, for continuing from data according to the extent of competence in Strategy for information issuing, emergency priority Storehouse is read the formation of individual data items set of records ends release news, issue corresponding format according to range of application to particular terminal or system Information, formed information mutual;
Data base 07, is used for storing initial data, application intermediate data and system state data, the server that response authorizes Request of data;
Specialist system 81, for receiving the information that the analysis findings data of individuality is formed, forms further specialty analysis Conclusion, carries out information by information delivery server mutual;
Information terminal 82, supports the signal response apparatus such as the mobile phone of Rich Media, flat board, TV, bulletin board including various;
Linked system 83, the information system of medical and health organization such as including health check-up, emergency treatment, outpatient service, first aid;
Product distribution system 84, including medicine, health product and the information system of relevant device distributors of online and offline.
The electrocardiographicdata data signal that sensor specifically gathers in wearable device 01 includes lasting heart rate, the rhythm of the heart and blood pressure;
Environmental index signal includes lasting limb motion form, coordinate, height above sea level and air pressure;
Lung moves index signal and includes lasting respiratory rhythm and vital capacity;
Motion index signal includes lasting heat consumption and carbon dioxide metabolism;
Body temperature index signal includes lasting body surface and the humidity of environment and temperature;
Self-perception index signal includes lasting trunk and head degree of balance.
The analysis findings data that above index signal is formed in complete signal processes model includes:
Real-time heart beat;Rhythm abnormality warning, room property/artrial premature beat, morning/room, room early in pairs, room property/atrial bageminy, room Property/atrial trigeminy, atrial fibrillation;Mood pressure balance, slight anxiety, distractibility, LA, agitation, anxiety, anxiety, Gloomy, sluggish;Fall asleep/wake up, sound sleep/shallow is slept, duration of sleeping, stand up number of times;Breathe too fast/the slowest, breathing average;In real time Step number/calorie consumption;Body temperature, circumstance of temperature difference in real time;Fall alarm;Movement locus etc..
As in figure 2 it is shown, the healthy living behavior management system based on mobile terminal of the present embodiment, first at system hardware Middle deployment corresponding signal processing module, the key step carrying out signal processing afterwards includes:
S101, adopts to data collection server transmission sensor by setting up the mobile terminal of wireless connections with wearable device The individual physiologic index data of collection;
S102, data management server reads permissions data according to built-in strategy from data base;
S103, data collection server persistently receives the data of collection, forms individual data items set of records ends, according to corresponding power Limit its range of application of data markers;
S104, individual data items set of records ends is persistently stored by data collection server to data base;
S105, individual data items record set is forwarded data processing server by data collection server;
S106, data processing server reads complete signal from data base and processes model parameter data, forms continuous print and divides Analysis findings data, critical alarm data;
S107, analysis findings data, critical alarm data are persistently stored by data processing server to data base;
S108, information delivery server reads extent of competence data in Strategy for information issuing, urgent etc. from data base DBMS, update cycle data;
S109, information delivery server reads individual data items set of records ends from data base according to Strategy for information issuing and is formed Release news, issue with the corresponding format of terminal or interconnected system.
Also include:
S110, information delivery server is issued individual data items to specialist system, is analyzed findings data and critical alarm data;
S111, it is mutual that specialist system and information delivery server carry out information, forms further findings data, and to data Library storage;
S112, further findings data is sent product distribution system by specialist system, forms drug supply;
S113, information delivery server is issued individual data items to the various support Rich Medias terminal meeting authority, is analyzed knot Opinion data and critical alarm data, notice individuality and party, form real-time report;
S114, information delivery server is to the information system having the medical and health organizations such as the emergency treatment of data cube computation, outpatient service, first aid System report, it is provided that individual coordinate and contact details.
Journey processed above, includes the process in real time of individual data items, analysis in real time, data storage, information distribution and phase Close system interlink so that medical resource, messaging resource and individual health life-form structure organically combine so that individual health Situation can sufficiently be paid close attention to and be ensured.
The healthy living behavior management system based on mobile terminal utilizing the present embodiment can complete complexity and flexibly Healthy living behavior management, such as:
1, user can select Wearable health data monitoring device as required;
2, user installs software (mobile healthy living behavior pipe in mobile terminal in communication of mobile terminal equipment (IOS/ Android) That manages analysis software simplifies signal processing model);
3, Wearable health data monitoring device;
4, opening mobile healthy living behavior management in the terminal and analyze software, logon account also completes bluetooth pair Connect.
5, the healthy initial data of user begins through Bluetooth transmission and analyzes software to mobile healthy living behavior management.
6, the result data real-time exhibition of the mobile healthy living behavior management analysis software of process is in software interface, Emergency directly activates high in the clouds application after threshold decision or directly alerts.
7, normal data is through the server of mobile network's transmission to high in the clouds.
8, the health data uploaded more is become more meticulous by the data processing server in high in the clouds analysis judges and statistics (with The lower health data kind citing for analyzing)
8.1 rhythms of the heart: real-time ECG data can be shown, and every abnormal data of the rhythm of the heart is analyzed and unites Meter, specific to the time of origin of every item data and frequency, (artrial premature beat, ventricular premature contraction, room early premature ventricular beat, paroxysmal are aroused in interest Overrun...)
The analytical model of heart rate data can be divided into " Machinery model " and " doctor mode ";
8.1.1 " equipment analysis " filters most clutter and interference data by computerized algorithm, only takes and can read Data carry out interpretation of result.Provide rhythm abnormality number of times.
8.1.2 the rhythm abnormality result data that computer is analyzed by " doctor's analysis ", submits the customer service doctor of specialist system to Carry out manual examination and verification, improve accuracy and the credibility of result data further.
8.2 hearts rate: real-time heart rate (heart beating) can be shown, and by analytic statistics average heart rate hourly and motion shape State judges whether heart rate is too high or the most slow.
8.3 motion meter steps: by analyzing the age of user, sex, step number judge every day quantity of motion whether excess or Person is not enough.
8.4 heat consumption: by analyzing type of sports, time, judge that every day, heat consumed index.
8.5 dormant data: by analyze sympathetic nerve and negative orthosympathetic liveness, stand up, sex, age judge The length of one's sleep and quality (degree of depth/either shallow sleep)
8.6 breath data: judge to breathe the most extremely by analyzing frequency of respiration per minute and its respiratory intervals frequency (too fast/the slowest/to suspend)
8.7 force value: (put down by analyzing sympathetic nerve and negative sympathetic nerve, heart rate data comprehensive descision force value state Weighing apparatus, slight anxiety, distractibility, LA, agitation, anxiety, anxiety, gloomy, sluggish)
8.8 fall: judge whether to fall and fall the time by analyzing gravity sensing data and time.
8.9 body temperature: judge that user's body temperature is the most normal by analyzing temperature data, sex, age and time.
8.10 blood pressures: by analyzing high pressure and the low pressure of user's different time sections (before the meal/after the meal), judge the blood of user Press the most normal.
8.11 Health & Fitness Tips: by the analysis to above comprehensive health data, software can form analysis findings data, give User propose all kinds of Health & Fitness Tip (such as: increase quantity of motion, increase the length of one's sleep, suggestion is sought medical advice, the propelling movement of all kinds of healthy general knowledge Deng)
9, the information delivery server in high in the clouds is analyzed becoming more meticulous and health data after statistics is carried out to mobile terminal or Other have the propelling movement of information terminal of kinsfolk of authority.
10, real time health data are checked: user can in the mobile healthy living behavior management analysis software of mobile terminal Check real time health data
11, health data form is checked: user analyzes in software at mobile healthy living behavior management can check cloud service Device push per hour, every day, weekly, monthly, annual healthy result data.
12, look for a doctor: user can switch " Machinery model " and " doctor mode " freely by system and service.User can be square Just the banker system doctor that specifies carries out the on-line consulting of picture and text, video, voice.Designated doctor can also carry out health data Manual examination and verification and interpretation of result.
13, health-oriented products are bought:
User can want the product bought and buy by unrestricted choice in system, system also can according to the health data of user, The health-oriented products being consistent actively are recommended to choose for user.
14, kith and kin's binding:
User can increase kith and kin's account and bind in arranging.Kith and kin can be made to pass through kith and kin's Account Logon native system, Check health data and the positional information of binding people.
15, distress call: by the long monitoring that will want to pre-set by Cloud Server by " distress call " button system People, medical institutions, doctor send the note/wechat/Email of distress call.This software will be the GPS position of active user Confidence breath is sent to server to confirm customer location.
16, health data message is shared: software can be made to automatically snap current page by clicking on " sharing " button of this software Face picture, and share the third-party platforms such as QQ, wechat, Sina's microblogging, E-mail address.
The above, the only present invention preferably detailed description of the invention, but protection scope of the present invention is not limited thereto, Any those familiar with the art in the technical scope that the invention discloses, the change that can readily occur in or replacement, All should contain within protection scope of the present invention.Therefore, protection scope of the present invention should be with the protection model of claims Enclose and be as the criterion.

Claims (7)

1. healthy living behavior management system based on mobile terminal, including wearable device, it is characterised in that: also include mobile whole End (02), the data collection server (03) in high in the clouds, data management server (04), data processing server (05), information are sent out Cloth server (06) and data base (07), wearable device (01) by short-distance wireless transmission with mobile terminal (02) set up arrowband without Line data link, mobile terminal (02) sets up broadband wireless data link with data collection server by long away from being wirelessly transferred, Data base (07) sets up bi-directional data link, data collection server (03) and data processing server respectively with each server (05) setting up original data transmissions link between, between data processing server (05) and information delivery server (06), foundation processes number According to transmission link, set up between data management server (04) and data collection server (03) and control data transmission link.
2. the healthy living behavior management system of mobile terminal as claimed in claim 1, it is characterised in that:
Described wearable device (01), is used for gathering electrocardiographicdata data signal, environmental index signal, lung move index signal, motion index One or more in signal, body temperature index signal and self-perception index signal, form transmission of wireless signals to mobile terminal (02);
Described mobile terminal (02), is used for receiving wireless signal, activates with built-in simplifying after signal processing model threshold compares The corresponding function module;Form the data with time correlation encapsulate and forwarded by broadband network with wireless signal;Receive issue Information also activates the corresponding function module;
Described data collection server (03), for receiving the data encapsulation that broadband network forwards, according to rights management data shape Become individual data items set of records ends, persistently forward data processing server, persistently store to data base;
Described data management server (04), for according to built-in authentication policy, forms individual rights management data and controls individuality Data record set range of application;
Described data processing server (05), for processing model according to complete signal, holds individual data items set of records ends Continuous trend analysis, forms continuous print and analyzes findings data, processes model threshold according to complete signal and compares, forms critical alarm number According to, analyze findings data and critical alarm data persistently store to data base;
Described information delivery server (06), for according to the extent of competence in Strategy for information issuing, emergency priority, update cycle Continue from data base, read the formation of individual data items set of records ends to release news, send out to particular terminal or system according to range of application The information of cloth corresponding format, forms information mutual;
Described data base (07), is used for storing initial data, application intermediate data and system state data, the service that response authorizes Device request of data.
3. the healthy living behavior management system of mobile terminal as claimed in claim 2, it is characterised in that: also include:
Specialist system (81), for receiving the information that the analysis findings data of individuality is formed, forms further specialty analysis knot Opinion, carries out information by information delivery server mutual;
Information terminal (82), including signal response apparatus such as the mobile phone of Rich Media, flat board, TV, bulletin boards;
Linked system (83), including the information system of the medical and health organizations such as the health check-up of data cube computation, emergency treatment, outpatient service, first aid;
Product distribution system (84), including medicine, health product and the information system of relevant device distributors of online and offline.
4. the healthy living behavior management system of the mobile terminal as described in claims 1 to 3, it is characterised in that: described wearing The index signal of the sensor acquisition that equipment (01) includes includes:
Electrocardiographicdata data signal includes at least one in lasting heart rate, the rhythm of the heart and blood pressure;
Environmental index signal includes at least one in lasting limb motion form, coordinate, height above sea level and air pressure;
Lung moves index signal and includes at least one in lasting respiratory rhythm and vital capacity;
Motion index signal includes at least one in lasting heat consumption and carbon dioxide metabolism;
Body temperature index signal includes at least one in lasting body surface and the humidity of environment and temperature;
Self-perception index signal includes at least one in lasting trunk and head degree of balance.
5. the healthy living behavior management system of mobile terminal as claimed in claim 4, it is characterised in that: described complete signal Process the analysis findings data that in model, above index signal is formed to include:
Real-time heart beat;
Rhythm abnormality warning, room property/artrial premature beat, morning/room, room early in pairs, room property/atrial bageminy, room property/atrial trigeminy, Atrial fibrillation;
Mood pressure balance, slight anxiety, distractibility, LA, agitation, anxiety, anxiety, gloomy, sluggish;
Fall asleep/wake up, sound sleep/shallow is slept, duration of sleeping, stand up number of times;
Breathe too fast/the slowest, breathing average;
Step number/calorie consumption in real time;
Body temperature, circumstance of temperature difference in real time;
Fall alarm;
With at least one class in motion trace data, and at least one of apoplexy due to endogenous wind.
6. the healthy living behavior management system based on mobile terminal as described in claim 1 to 5 is arbitrary carries out signal processing The key step of method includes:
S101, sends sensor acquisition by setting up the mobile terminal of wireless connections with wearable device to data collection server Individual physiologic index data;
S102, data management server reads permissions data according to built-in strategy from data base;
S103, data collection server persistently receives the data of collection, forms individual data items set of records ends, according to corresponding authority number According to its range of application of labelling;
S104, individual data items set of records ends is persistently stored by data collection server to data base;
S105, individual data items record set is forwarded data processing server by data collection server;
S106, data processing server reads complete signal from data base and processes model parameter data, forms continuous print analysis knot Opinion data, critical alarm data;
S107, analysis findings data, critical alarm data are persistently stored by data processing server to data base;
S108, information delivery server reads the extent of competence data in Strategy for information issuing, emergency priority number from data base According to, update cycle data;
S109, information delivery server reads individual data items set of records ends from data base according to Strategy for information issuing and forms issue Information, issues with the corresponding format of terminal or interconnected system.
7. healthy living behavior management system based on mobile terminal as claimed in claim 6 carries out the master of signal processing method Step is wanted also to include:
S110, information delivery server is issued individual data items to specialist system, is analyzed findings data and critical alarm data;
S111, it is mutual that specialist system and information delivery server carry out information, forms further findings data, and to data stock Storage;
S112, further findings data is sent product distribution system by specialist system, forms drug supply;
S113, information delivery server is issued individual data items to the various support Rich Medias terminal meeting authority, is analyzed conclusion number According to critical alarm data, notice is individual and party, forms real-time report;
S114, information delivery server is to the information system report having the medical and health organizations such as the emergency treatment of data cube computation, outpatient service, first aid Accuse, it is provided that individual coordinate and contact details.
CN201610443377.3A 2016-06-20 2016-06-20 Healthy living behavior management system and method based on mobile terminal Pending CN106126895A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201610443377.3A CN106126895A (en) 2016-06-20 2016-06-20 Healthy living behavior management system and method based on mobile terminal

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201610443377.3A CN106126895A (en) 2016-06-20 2016-06-20 Healthy living behavior management system and method based on mobile terminal

Publications (1)

Publication Number Publication Date
CN106126895A true CN106126895A (en) 2016-11-16

Family

ID=57471057

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201610443377.3A Pending CN106126895A (en) 2016-06-20 2016-06-20 Healthy living behavior management system and method based on mobile terminal

Country Status (1)

Country Link
CN (1) CN106126895A (en)

Cited By (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107088052A (en) * 2017-04-21 2017-08-25 湖南格尔智慧科技有限公司 A kind of method for early warning and device
CN107194191A (en) * 2017-06-20 2017-09-22 北京时代科华科技有限公司 A kind of health nurse intelligent ecological system
CN107229216A (en) * 2017-07-10 2017-10-03 佛山杰致信息科技有限公司 A kind of intelligent watch and its control method
CN107370781A (en) * 2016-05-12 2017-11-21 中兴通讯股份有限公司 A kind of management method, terminal and the system of Wearable data
CN107423536A (en) * 2016-12-26 2017-12-01 杭州看上科技有限公司 Data handling system based on mobile social security data and high in the clouds data analysis
CN108597571A (en) * 2018-05-07 2018-09-28 亿嘉久康(北京)健康科技有限公司 A kind of private auxiliary system of health and method
CN109102852A (en) * 2018-08-22 2018-12-28 泰康保险集团股份有限公司 User data processing method, device, electronic equipment and computer-readable medium
CN109419492A (en) * 2017-08-25 2019-03-05 遵宇科技股份有限公司 Nursing system and method
CN109938718A (en) * 2019-03-18 2019-06-28 深圳和而泰数据资源与云技术有限公司 A kind of heart rate information monitoring method, device, inflatable neck pillow and system
CN110856653A (en) * 2018-08-22 2020-03-03 北京医佳护健康医疗科技有限公司 Health monitoring and early warning system based on vital sign data
CN110868930A (en) * 2017-06-07 2020-03-06 智能节奏利润有限公司 Information processing system
CN112071415A (en) * 2020-09-01 2020-12-11 深圳杰林医生集团有限公司 Health management system and method based on Internet and big data
CN112669570A (en) * 2021-01-06 2021-04-16 常州百芝龙智慧科技有限公司 Habit-based self-learning whole-house abnormity monitoring equipment
CN112699101A (en) * 2021-01-18 2021-04-23 深圳市至简科技设计有限公司 Server system based on storage and processing
CN113520308A (en) * 2020-04-21 2021-10-22 动联国际股份有限公司 Health management system and health management method
CN116564527A (en) * 2023-07-11 2023-08-08 南京裕隆生物医学发展有限公司 Respiratory health analysis method based on physiological feature deep learning

Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN202282004U (en) * 2011-06-02 2012-06-20 上海巨浪信息科技有限公司 Mobile health management system based on context awareness and activity analysis
CN103699794A (en) * 2013-12-20 2014-04-02 柳州市盛景科技有限公司 Cloud-computing-based TCM (traditional Chinese medicine) expert remote intelligent diagnosis system
CN104102801A (en) * 2013-04-07 2014-10-15 甘肃百合物联科技信息有限公司 Elderly health monitoring and management system based on mobile Internet
CN105147278A (en) * 2015-09-30 2015-12-16 成都信汇聚源科技有限公司 Realizing method for long-distance electrocardiogram monitoring system with automatic analyzing and real-time information sharing functions
CN105160175A (en) * 2015-08-31 2015-12-16 西安交通大学 Remote medical monitoring system
CN205176848U (en) * 2015-10-11 2016-04-20 深圳前海慧练天下网络科技有限公司 Based on intelligent wearing equipment exercise prescription developments adjustment system
CN105534492A (en) * 2015-11-30 2016-05-04 张胜国 Intelligent human body sign mobile phone monitoring system

Patent Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN202282004U (en) * 2011-06-02 2012-06-20 上海巨浪信息科技有限公司 Mobile health management system based on context awareness and activity analysis
CN104102801A (en) * 2013-04-07 2014-10-15 甘肃百合物联科技信息有限公司 Elderly health monitoring and management system based on mobile Internet
CN103699794A (en) * 2013-12-20 2014-04-02 柳州市盛景科技有限公司 Cloud-computing-based TCM (traditional Chinese medicine) expert remote intelligent diagnosis system
CN105160175A (en) * 2015-08-31 2015-12-16 西安交通大学 Remote medical monitoring system
CN105147278A (en) * 2015-09-30 2015-12-16 成都信汇聚源科技有限公司 Realizing method for long-distance electrocardiogram monitoring system with automatic analyzing and real-time information sharing functions
CN205176848U (en) * 2015-10-11 2016-04-20 深圳前海慧练天下网络科技有限公司 Based on intelligent wearing equipment exercise prescription developments adjustment system
CN105534492A (en) * 2015-11-30 2016-05-04 张胜国 Intelligent human body sign mobile phone monitoring system

Cited By (19)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107370781A (en) * 2016-05-12 2017-11-21 中兴通讯股份有限公司 A kind of management method, terminal and the system of Wearable data
CN107423536A (en) * 2016-12-26 2017-12-01 杭州看上科技有限公司 Data handling system based on mobile social security data and high in the clouds data analysis
CN107088052A (en) * 2017-04-21 2017-08-25 湖南格尔智慧科技有限公司 A kind of method for early warning and device
US11816264B2 (en) 2017-06-07 2023-11-14 Smart Beat Profits Limited Vital data acquisition and three-dimensional display system and method
CN110868930A (en) * 2017-06-07 2020-03-06 智能节奏利润有限公司 Information processing system
CN107194191A (en) * 2017-06-20 2017-09-22 北京时代科华科技有限公司 A kind of health nurse intelligent ecological system
CN107229216A (en) * 2017-07-10 2017-10-03 佛山杰致信息科技有限公司 A kind of intelligent watch and its control method
CN109419492A (en) * 2017-08-25 2019-03-05 遵宇科技股份有限公司 Nursing system and method
CN108597571A (en) * 2018-05-07 2018-09-28 亿嘉久康(北京)健康科技有限公司 A kind of private auxiliary system of health and method
CN109102852A (en) * 2018-08-22 2018-12-28 泰康保险集团股份有限公司 User data processing method, device, electronic equipment and computer-readable medium
CN110856653A (en) * 2018-08-22 2020-03-03 北京医佳护健康医疗科技有限公司 Health monitoring and early warning system based on vital sign data
CN109938718A (en) * 2019-03-18 2019-06-28 深圳和而泰数据资源与云技术有限公司 A kind of heart rate information monitoring method, device, inflatable neck pillow and system
CN113520308A (en) * 2020-04-21 2021-10-22 动联国际股份有限公司 Health management system and health management method
CN112071415A (en) * 2020-09-01 2020-12-11 深圳杰林医生集团有限公司 Health management system and method based on Internet and big data
CN112669570A (en) * 2021-01-06 2021-04-16 常州百芝龙智慧科技有限公司 Habit-based self-learning whole-house abnormity monitoring equipment
CN112669570B (en) * 2021-01-06 2022-07-05 常州百芝龙智慧科技有限公司 Habit-based self-learning whole-house abnormity monitoring equipment
CN112699101A (en) * 2021-01-18 2021-04-23 深圳市至简科技设计有限公司 Server system based on storage and processing
CN116564527A (en) * 2023-07-11 2023-08-08 南京裕隆生物医学发展有限公司 Respiratory health analysis method based on physiological feature deep learning
CN116564527B (en) * 2023-07-11 2023-09-15 南京裕隆生物医学发展有限公司 Respiratory health analysis method based on physiological feature deep learning

Similar Documents

Publication Publication Date Title
CN106126895A (en) Healthy living behavior management system and method based on mobile terminal
US20230190100A1 (en) Enhanced computer-implemented systems and methods of automated physiological monitoring, prognosis, and triage
US20210000347A1 (en) Enhanced physiological monitoring devices and computer-implemented systems and methods of remote physiological monitoring of subjects
US20180042523A1 (en) System for monitoring individuals as they age in place
US8446275B2 (en) General health and wellness management method and apparatus for a wellness application using data from a data-capable band
US20120326873A1 (en) Activity attainment method and apparatus for a wellness application using data from a data-capable band
US20140122102A1 (en) General health and wellness management method and apparatus for a wellness application using data associated with data-capable band
AU2012268026A1 (en) Sleep management method and apparatus for a wellness application using data from a data-capable band
US20130004923A1 (en) Nutrition management method and apparatus for a wellness application using data from a data-capable band
Wang The architecture design of the wearable health monitoring system based on internet of things technology
CN205215198U (en) Monitor system based on wireless vital sign sensor
CN206228342U (en) A kind of crisis alert Intelligent worn device
AU2016200450A1 (en) General health and wellness management method and apparatus for a wellness application using data from a data-capable band
US20140129239A1 (en) General health and wellness management method and apparatus for a wellness application using data associated with a data-capable band
US20140125493A1 (en) General health and wellness management method and apparatus for a wellness application using data associated with a data-capable band
CN105877719A (en) Physical condition monitoring system for marathon race players
US20140125481A1 (en) General health and wellness management method and apparatus for a wellness application using data associated with a data-capable band
CN110897277A (en) Intelligent bracelet and cloud platform management system
Pavitra et al. To identify the accessibility and performance of smart healthcare systems in IoT-based environments
García et al. Physical wellbeing monitoring employing non-invasive low-cost and low-energy sensor socks
CN204537237U (en) Based on the multi-functional multi-parameter monitoring of Intelligent worn device and health management system arranged
CN206251240U (en) A kind of active wisdom endowment system based on motion perception analysis
Elango et al. Super Artificial Intelligence Medical Healthcare Services and Smart Wearable System based on IoT for Remote Health Monitoring
Huang et al. Implementation of a wireless sensor network for heart rate monitoring in a senior center
WO2012170109A1 (en) Wellness application for data-capable band

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
RJ01 Rejection of invention patent application after publication
RJ01 Rejection of invention patent application after publication

Application publication date: 20161116