CN105187494A - Health monitoring system in transparent sensing mode, and user side system and cloud side system thereof - Google Patents
Health monitoring system in transparent sensing mode, and user side system and cloud side system thereof Download PDFInfo
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- H04L67/00—Network arrangements or protocols for supporting network services or applications
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
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Abstract
The invention discloses a health monitoring system in a transparent sensing mode, and a user side system and a cloud side system thereof. The health monitoring system comprises the user side system and the cloud side system; the user side system comprises a multidimensional data acquisition module, a local signal amplification and conversion module, a user side system communication module and a power driving and executing module; and the cloud side system comprises a cloud side communication module, a data processing and artificial intelligent module, a data management and storage module, a health and sleep quality evaluation and analysis module and a health data result check feedback and health scheme pushing information module. According to the invention, acquisition and transmission of sleep and cardiovascular data between the user side system and the cloud side system can be realized; furthermore, complete and deep data applications, such as data processing, precisely artificial intelligent judgement and statistic analysis, management, mining, prediction, pushing and interaction, can be realized; due to long-term monitoring of cardiovascular physiology and sleep behaviours, the physical health level of a user group can be increased; and the health monitoring system is an effective disease prevention way.
Description
Technical field
The present invention relates to a kind of health monitoring system based on transparent sensing modes and user terminal system thereof and cloud system.
Background technology
Cardiovascular and cerebrovascular disease is a kind of serious threat mankind, the common disease that particularly more than 50 years old the elderly is healthy, even if the treatment means that application is most advanced, perfect at present, the cerebrovas-cularaccident survivor of more than 50% still can be had to live can not take care of oneself completely! The number of cardiovascular and cerebrovascular disease is died from every year up to 1,500 ten thousand people in the whole world, occupies the various cause of the death the first.Cardiovascular and cerebrovascular disease has become the highest number one killer of human death's cause of disease!
Meanwhile, the sleep disordered breathing caused by obstructive type, maincenter type or mixed type apnea also always severe jamming people and work normally and live, cause sleep quality to decline, extremely drowsiness and tired in the daytime.Long sleep disordered breathing even can cause a series of cardio-cerebrovascular and other related system disease.Sleep apnea is one group of proemial sleep disordered breathing disease, easy complicated by arrhythmia, hypertension, even respiratory failure or sudden death, and someone estimates that the whole world has 3000 people to die from this disease every day.
The important means reducing the death rate of cardiovascular and cerebrovascular disease and sleep apnea is early prevention, early discovery, early treatment, and the at-once monitor technology of therefore heartbeat and breathing just seems more and more important.
Traditional breathing and heartbeat inspecting means are Polysomnography (PSG) and electrocardiograph mainly.This test mode is concrete in detail, and accuracy is high.But Polysomnography and electrocardiograph need fixing many electrodes, check inconvenient, they are extremely expensive and heavy simultaneously, can not by portable and household.
Along with the deep development of Internet technology and the fast development of technology of Internet of things and application, traditional product brings high-quality Consumer's Experience to become possibility by introducing new technology for user.Meanwhile, user produces the data such as a large amount of cardiovascular and cerebrovascular physiology and sleep behavior every day in sleep procedure.The data of these various dimensions are for perception and improve the cardiovascular and cerebrovascular health status of user and sleep quality has great significance.But due to the complicated factor such as multidimensional, wide area, intersection of these data, only rely on the simple logic data operation tupe of transducer and flush bonding processor, in real aspect and accurately cannot understand comprehensively, predict, the cardiovascular and cerebrovascular health status of wisdom supervisory user and sleep quality.In fact, the complexity experienced due to personalized cardiovascular and cerebrovascular health status and sleep and particularity, propose very high request to the wisdom healthy sleep supervisory control system of high accurancy and precision low cost.
Summary of the invention
The present invention relates to a kind of monitoring health monitoring system, relate to wisdom health monitoring system and user terminal system thereof and cloud system particularly.For the shortcomings and deficiencies in existing health and sleep monitoring system technology, the object of this invention is to provide a kind of wisdom healthy sleep system based on transparent sensing modes.It comprises user terminal system and cloud system.This wisdom health and sleep system adopt technology and the module of software and hardware combining and cloud computing data mining, various user's cardiovascular and cerebrovascular health status and dormant data gathered, process, send, manage, excavate, predict, push, alternate evaluation and application, thus provide user oriented wisdom Health Status of Cardiovascular System to predict and sleep service of goods and other derived products and service.
According to the user terminal system of wisdom health system of the present invention, comprising: compression module 102, user terminal system communication module 103, power supply and driving Executive Module 104 are amplified in the conversion of multidimensional data acquisition module 101, local signal.
Multidimensional data acquisition module 101, for by the multi-modal clusters of sensors of non-intervention type, gathers the man-machine environment information that user's Health Status of Cardiovascular System data are relevant with sleep activity, will and Information Monitoring sent to local signal to change amplification compression module 102.Wherein image data information comprises the cardiovascular physiology data of user and sleep behavior data and sleep environment signal data;
Local signal conversion amplifies compression module 102, for image data information is carried out preliminary treatment.Its control chip circuit comprises electric charges amplify unit, voltage amplification unit, notch filter unit and A/D converting unit.This treatment circuit first carries out preliminary treatment by analog circuit unit to piezo sensor output signal, completeer pair signals carries out processing and compresses in a digital manner.Send to the smart mobile phone with described user terminal system end, PC or network router by user terminal system communication module (103), then transfer to cloud system 2;
User terminal system communication module 103, for realizing the transfer of data between described user terminal system 1 and cloud system 2;
Power supply with drive Executive Module, for provide system power supply with according to dormant data and the action of man-machine environment information and executing support.Its operating system can obtain from data and systems soft ware managed storage module 203.
The cloud system of and sleep system healthy according to wisdom provided by the invention, comprising: high in the clouds communication module 201, Data Analysis Services and artificial intelligence module 202, data management memory module 203, cardiovascular health and sleep quality assessment analysis module (data mining comparison module) 204 and health data check of results feed back and healthy scheme pushed information module 205;
High in the clouds communication module 201, for realizing the transfer of data between described cloud system 2 user terminal system 1 corresponding with described high in the clouds;
Data Analysis Services and artificial intelligence module 202, for the multichannel information data of multivariable gathered according to each user terminal system 1, with cloud platform and first chance artificial intelligence data processing method, obtain all kinds of user full-time territory cardiovascular physiology data and sleep behavior data spectrum, with support cardiovascular physiology healthy obtain user's cardiovascular physiology and sleep behavior with sleep quality assessment analysis module (data-mining module) 204 statistical information and user's cardiovascular health and sleep quality assessment;
Data and systems soft ware managed storage module 203, obtain all kinds of user's cardiovascular physiologies and sleep behavior data spectrum and systems soft ware for managed storage, the operating system as some modules in user terminal system directly can be called from data and systems soft ware managed storage module 203.
Cardiovascular physiology health and sleep quality assessment analysis module (data-mining module) 204, for adopting pattern recognition mode to analyze to cardiovascular physiology and user's sleep behavior data set, obtain user's cardiovascular physiology health and sleep quality assessment and user health feature knowledge, and then reach angiocardiopathy preventing raising user sleep quality;
User health data result examines feedback and healthy scheme pushed information module 205, for examining, feeding back and pushing user's cardiovascular physiology health and sleep quality assessment and user health feature knowledge.For the abnormal cardiovascular physiology of user and sleep behavior data, professional will carry out health data check of results and feedback;
Preferably, described user's cardiovascular physiology and the sleep behavior data set physical data based on seasonal effect in time series user cardiovascular physiology and sleep activity that comprises that user terminal system 1 collects and corresponding physiology signs data and environment signs data.
Preferably, the cloud system of described wisdom healthy sleep system, it is characterized in that, the described analysis to user's cardiovascular physiology and sleep behavior data set, be specially: user cardiovascular physiological data and sleep quality in effective time section are measured, the measurement data obtained will become data content new in Data Storage 202, and by comparing with previously stored data, obtain cardiovascular physiology data and sleep characteristics knowledge and associating between user health, to generate the general health assessing andpredicting of weighting.
According to wisdom provided by the invention, healthy and sleep system, comprises above-mentioned user terminal system 1 and above-mentioned cloud system 2, wireless or wired connection between user terminal system 1 and cloud system 2.
Transfer of data between the corresponding user terminal system 1 of described cloud system 2 is by user terminal system communication module 103, high in the clouds communication module 201 and smart mobile phone or the Wireless-wire such as PC and network router transmission apparatus.The configurable bluetooth of user terminal system communication module 103 or WiFi and or other near field wireless communications devices.
Described wisdom healthy sleep system, one of its feature is, for being obtained user by the support of the APP in smart mobile phone or notebook computer/desktop computer to cardiovascular physiology and sleep quality measurement data and obtain the healthy and sleep quality assessment of user's cardiovascular physiology and user health feature knowledge.
It will be appreciated by those skilled in the art that described wisdom healthy sleep system, except being applied to mattress, pillow, the sofa in human contact's ambient intelligence adjustment field can also be applied to, wheelchair, the articles for use such as seat, back cushion.
Compared with prior art, the present invention has following beneficial effect:
One of its feature of the present invention be central cloud system server on be configured with the data-signal treatment and analyses system of various complexity, supporting software systems, advanced high-speed parallel calculating operation system, data-storage system, artificial intelligence module, the resources such as software and hardware system, compared with prior art, precision and artificial intelligence analysis's function of system measurement data can greatly be improved.
One of another feature of the present invention be user's sensor-based system without massive store chip, the cost senior general also not assembling any complex data signal processing chip therefore user side sensor-based system is low.
In user terminal system 1, the operating system of some modules and control software design data and systems soft ware managed storage module 203 directly can obtain from the server of central cloud system.
Meanwhile, the update of data-signal treatment and analyses system is without the need to changing user terminal system.So not only reduce the cost of user terminal system, the compatibility of new and old data-signal treatment and analyses system and data is guaranteed, reliably realize long term human cardiovascular physiology health monitoring function and long-term observation contrasts human heartbeat, blood pressure, physiology of respiration parameter and sleep parameters.
Compared with prior art, present system, can accurately be separated heartbeat and breath signal, obtain the frequency of breathing and heartbeat, cycle and waveform, energy long-term observation and storage human heartbeat and physiology of respiration parameter, and tentatively can complete the medical diagnosis on disease that some breathe class and heart class, realize long term human physiological health monitoring function
Present system supports healthy behavior perception and seizure.Can be made up of sleep behavior perception matrix unit and semantic capture logical operation module, for gather user side sleep back-up system in working order under the physics signs data physiology signs data relevant to sleep behavior with user, and sleep environment signs data (as humiture, ambient light illumination, noise etc.).In addition, the content of user side by based on smart mobile phone application to this kind of data of intervention that back-up system carries out also being collection, for the comparison with system initial state.Data are stored in cloud system, and are sent to user's smart mobile phone or PC by the Internet and wireless telecommunications.
Present system provides an extendible health and dormant data cloud management platform, i.e. cloud system.Cloud platform may be used for the Life cycle data of leading subscriber end node system, supports the realization of the function such as remote monitoring and service role generation of the user health behavioral data administrating system state of all user endpoints systems.
The large health data prognoses system of present system support.The discovery of the fitness mode of the Data support custom system involved by native system with last comparison, the discovery of abnormal healthy behavior and analysis, prediction user health behavior and prevent disease.Support based on the discovery of health products new product attribute and effect and the auxiliary of decision-making of market sales, the support new product opportunity in association field and the discovery of marketing knowledge.
Present system support large health monitoring back-up system remote status management system.Support the remote monitoring that the state of user endpoints system is carried out, comprise the health status of each operation unit of node system, cell operation loss, and operation unit-subsystem-total system maintenance task requirement forecasting, generate maintenance service task list and service role generation.
Present system support large health monitoring back-up system user side customize services single tube is managed.According to the analysis of health data digging system to node users and type of user, generate the propelling movement download service of the healthy back-up system customization data bag (comprising customized firmware) of the optimization of user oriented node, the Push Service of the content products such as cardiovascular health guide, sleep advice, and the derivative healthy subsidiary products customize services (customization pillow, customization bustle, with the wearable device of customization etc.) outside native system.
Present system seating surface, to association area services such as health care and medical treatment, according to the analysis to node users and type of user of cardiovascular health and dormant data digging system, provides data, services towards healthcare field and medical field.
Accompanying drawing explanation
By reading the detailed description done non-limiting example with reference to the following drawings, other features, objects and advantages of the present invention will become more obvious.
Fig. 1 is structural representation of the present invention;
Fig. 2 is principle schematic of the present invention.
Embodiment
The present invention relates to the healthy and sleep system of monitoring, relate to the healthy and sleep system of wisdom and user terminal system thereof and cloud system particularly.The invention discloses a kind of wisdom healthy sleep sensor-based system based on transparent sensing modes.Comprise by the Internet, mobile Internet, the Cloud Server that internet of things and (wireless) communication network connect and client's sensor ends, user's sensor ends comprises two parts: i) smart mobile phone or PC and network router; Ii) user terminal system.User terminal system comprises low-power consumption sensor, bluetooth or WiFi network adapter, control chip and other various peripheral hardware adapters.Control chip circuit comprises electric charges amplify unit, voltage amplification unit, notch filter unit and A/D converting unit.This treatment circuit first carries out preliminary treatment by analog circuit unit to piezo sensor output signal, completeer pair signals carries out processing and compresses in a digital manner.Thereafter transfer to smart mobile phone or network router by wire transmission, bluetooth, WiFi or other near field wireless communications devices, then transfer to cloud system.
Cloud system server accurately extracts and is separated breathing, heartbeat, blood pressure and sleep cycle signal again after receiving sensor signal.The accurate process of complete pair signals and data storage and analysis further in a digital manner.Thus realize calculating breathing and beats, sleep cycle, blood pressure, observe breathing and heartbeat waveform, carry out the object that some breathe class and the medical diagnosis on disease of heart class and long-term physiologic health monitoring.
User's sensor-based system does not configure massive store chip, does not assemble any data-signal process chip yet.And cloud system server is provided with various data-signal processing module and statistical analysis module and artificial intelligence module, the soft component system of supporting, operating system, the resources such as data storage, subroutine module, document and data.
Below in conjunction with specific embodiment, the present invention is described in detail.Following examples will contribute to those skilled in the art and understand the present invention further, but not limit the present invention in any form.It should be pointed out that to those skilled in the art, without departing from the inventive concept of the premise, some distortion and improvement can also be made.These all belong to protection scope of the present invention.
With reference to Fig. 1 and 2, show structure and the principle of the health monitoring system that the present invention is based on transparent sensing modes, wherein, Fig. 1 shows collection, the transmission of certain measurement data in unique user sensor-based system and cloud system, and data processing, precisely artificial intelligence judge and statistical analysis, management, excavation, prediction, propelling movement and the complete deep market demand process such as mutual.Fig. 2 shows collection, the transmission of multiple measurement data in multiple user's sensor-based system and cloud system, and data processing, precisely artificial intelligence judge and statistical analysis, management, excavation, prediction, propelling movement and the complete deep market demand process such as mutual.
According to wisdom health monitoring system provided by the invention, comprise user terminal system 1 and cloud system 2, can wireless or wired connection between user terminal system 1 and cloud system 2.
The user terminal system 1 of described wisdom health monitoring system, comprising: compression module 102, user terminal system communication module 103, power supply and driving Executive Module 104 are amplified in the conversion of multidimensional data acquisition module 101, local signal.User terminal system 1 as user endpoints system is mainly used in 2 providing based on seasonal effect in time series sensing measurement data to high in the clouds year platform, compared by the past data stored with cloud system, contribute to reliably realizing long term human cardiovascular physiology health monitoring function and long-term observation contrasts human heartbeat, blood pressure, physiology of respiration parameter and sleep parameters.
Multidimensional data acquisition module 101, for by multi-modal clusters of sensors, gathers the environmental information that user's Cardiovascular data is relevant with user's sleep activity, and Information Monitoring is sent to local signal conversion to amplify compression module 102.Wherein image data information comprises the cardiovascular physiology data of user and sleep behavior data and sleep environment signal data.
Local signal conversion amplifies compression module 102, for image data information is carried out preliminary treatment.Its control chip circuit comprises electric charges amplify unit, voltage amplification unit, notch filter unit and A/D converting unit.This treatment circuit first carries out preliminary treatment by analog circuit unit to piezo sensor output signal, completeer pair signals carries out processing and compresses in a digital manner.Send to the smart mobile phone with described user terminal system end, PC or network router by user terminal system communication module 103, then transfer to cloud system 2.
User terminal system communication module 103, transmits for the data wireless realized between described user terminal system 1 and cloud system 2; By the wireless or wire transmission signal data that user terminal system communication module 103 is transmitted, cloud system receives user side sensing data by smart mobile phone or the Wireless-wire such as PC and network router transmission apparatus.
Power supply with drive Executive Module 104, for provide system power supply with according to dormant data and the action of man-machine environment information and executing support.Its operating system and control software design data and systems soft ware managed storage module 203 directly can obtain from the server of central cloud system.
Smart mobile phone and PC are equipped with the APP application software of wisdom health monitoring system, its support user acquisition is to the health of oneself and sleep feedback data, support that user obtains and data and prediction are analyzed to oneself healthy sleep behavioral statistics, receive health and sleep and healthcare service information that large cloud system pushes.APP also supports user terminal system communication module 103 and does cloud system 2 communication.APP, based on iOS, Android and windowsPhone system, is communicated with local data processing module 102 with wifi by bluetooth.
Further, described wisdom cloud system that is healthy and sleep system is used for receiving, process, artificial intelligence judges and statistical analysis, management, excavate, monitoring and controlling forecast, push cardiovascular-respiratory physiology and sleep behavior data and sleep environment signal data, and with the complete deep market demand such as user terminal system is mutual, and the health being improved user by long-term monitoring cardiovascular physiology and sleep behavior is good for, it is characterized in that, comprise: high in the clouds communication module 201, Data Analysis Services and artificial intelligence module 202, data and systems soft ware managed storage module 203, cardiovascular health and sleep quality assessment analysis module (data mining comparison module) 204 and health data check of results feed back and healthy scheme pushed information module 205.As healthy and dormant data cloud system 2, mainly realize the function of four aspects: the treatment and analyses of the data that user endpoints system gathers, data management and storage, the application of the Knowledge Discovery that database data excavation, cardiovascular health and Analysis of sleeping quality and excavation generate.
High in the clouds communication module 201, transmits for the data communication realized between described cloud system 2 user terminal system I corresponding with described high in the clouds;
Data Analysis Services and artificial intelligence module 202, for the multichannel information data of multivariable gathered according to each user terminal system 1, with cloud platform and first chance artificial intelligence data processing method, obtain all kinds of user's full-time territory cardiovascular physiologies and sleep behavior data spectrum, to support that the healthy and sleep quality assessment analysis module (data-mining module) 204 of cardiovascular physiology obtains each user terminal system and user's cardiovascular physiology corresponding to all user terminal systems and sleep behavior statistical information and user's cardiovascular health and sleep quality assessment.
Data and systems soft ware managed storage module 203, obtain all kinds of user's cardiovascular physiologies and sleep behavior data spectrum and systems soft ware for managed storage,
In user's sensor-based system 1, the operating system of some modules and control software design can directly call or obtain in data and systems soft ware managed storage module 203 from the server of central cloud system.
Cardiovascular physiology health and sleep quality assessment analysis module (data-mining module) 204, for adopting pattern recognition mode to analyze to cardiovascular physiology and user's sleep behavior data set, obtain user's cardiovascular physiology health and sleep quality assessment and user health feature knowledge.Cardiovascular physiology health and sleep quality assessment analysis module (data-mining module) 204 are by the accumulation to a large number of users end system data, support that cloud system utilizes the method such as cluster analysis, Multidimensional Scaling, regression analysis and the equation of structure to find the health of node users and sleep pattern, the health of all system registry users and sleep behavior type and scale and factor, by the multi dimensional analysis to healthy and sleep behavior data, user's physiology signs data and environment signs data, prediction health status.
User health data result examines feedback and healthy scheme pushed information module 205, for examining, feeding back and pushing user's cardiovascular physiology health and sleep quality assessment and user health feature knowledge.For the abnormal cardiovascular physiology of user and sleep behavior data, professional will carry out health data check of results and feedback on line.
The cloud system of and sleep system healthy based on described wisdom, one of its feature is, for being obtained user by the support of the APP in smart mobile phone or notebook computer/desktop computer to cardiovascular physiology and sleep quality measurement data and obtain the healthy and sleep quality assessment of user's cardiovascular physiology and user health feature knowledge.
Based on the cloud system of described wisdom healthy sleep system, its Data Analysis Services and artificial intelligence module 202 and cardiovascular health and sleep quality assessment analysis module (data mining comparison module) 204 can completely by performing with software systems or software and hardware integrated system.
The cloud system of and sleep system healthy based on described wisdom, user health and the sleep knowledge of formation are mainly used in the following aspects:
Data packet services towards cardiovascular physiology health/prevention from suffering from the diseases/sleep medical treatment/healthcare field: along with the growth of the user data of system, large-scale healthy can with the achievement form of initial data, a mining data and mining again data to medical treatment with to keep healthy and association area provides derivative data service with dormant data.Dormant data excavates the knowledge obtained also can in large health field realized value conversion widely.
Preferably, the cloud system of described wisdom healthy sleep system, available and the described analysis to user's cardiovascular physiology and sleep behavior data set, be specially: user cardiovascular physiological data and sleep quality in effectual time are measured, the measurement data obtained will become data content new in Data Storage 202, and by comparing with previously stored data, obtain cardiovascular physiology data and sleep characteristics knowledge and associating between user health, to generate the general health assessing andpredicting of weighting.
Above specific embodiments of the invention are described.It is to be appreciated that the present invention is not limited to above-mentioned particular implementation, those skilled in the art can make various distortion or amendment within the scope of the claims, and this does not affect flesh and blood of the present invention.
Claims (10)
1. the user terminal system of the health monitoring system of a transparent sensing modes, it is characterized in that, comprising: the conversion of multidimensional data acquisition module (101), local signal is amplified compression module (102), user terminal system communication module (103) and power supply and driven Executive Module (104);
Multidimensional data acquisition module (101), for by multi-modal clusters of sensors, gather the man-machine environment information that user's Cardiovascular data is relevant with user's sleep activity, and image data information sent to local signal conversion to amplify compression module (102); Wherein image data information comprises the cardiovascular physiology data of user and sleep behavior data and sleep environment signal data;
Compression module (102) is amplified in local signal conversion, for image data information is carried out preliminary treatment, then carries out compression process in a digital manner, is sent to cloud system by user terminal system communication module (103);
User terminal system communication module (103), transmits by wireless or cable for the data realized between described user terminal system and cloud system;
Power supply with drive Executive Module (104), for provide system power supply with according to dormant data and the action of man-machine environment information and executing support.
2. user terminal system according to claim 1, it is characterized in that, described user terminal system also comprises smart mobile phone, notebook computer, PC or network router, the data after compression module (102) process are amplified in described local signal conversion, be sent to smart mobile phone, notebook computer, PC or network router by user terminal system communication module (103), then transfer to cloud system.
3. user terminal system according to claim 2, is characterized in that, obtains user's cardiovascular physiology data and sleep behavior data by the APP in smart mobile phone or notebook computer or desktop computer.
4. the cloud system of the health monitoring system of a transparent sensing modes, it is characterized in that, comprising: high in the clouds communication module (201), Data Analysis Services and artificial intelligence module (202), data and systems soft ware managed storage module (203) and cardiovascular health and sleep quality assessment analysis module (204);
High in the clouds communication module (201), for realizing the transfer of data between the described cloud system user terminal system corresponding with described high in the clouds;
Data Analysis Services and artificial intelligence module (202), the multichannel information data of multivariable for gathering according to each user terminal system, with cloud platform and first chance artificial intelligence data processing method, obtain all kinds of user's full-time territory cardiovascular physiologies and sleep behavior data spectrum, to support that the healthy and sleep quality assessment analysis module (204) of cardiovascular physiology obtains each user terminal system and user's cardiovascular physiology corresponding to all user terminal systems and sleep behavior statistical information and user's cardiovascular health and sleep quality assessment;
Data and systems soft ware managed storage module (203), obtain all kinds of user's cardiovascular physiologies and sleep behavior data spectrum and systems soft ware, as the operating system of some modules in user terminal system for managed storage;
Cardiovascular physiology health and sleep quality assessment analysis module (204), for adopting pattern recognition mode to analyze to cardiovascular physiology and user's sleep behavior data set, obtain user's cardiovascular physiology health and sleep quality assessment and user health feature knowledge.
5. cloud system according to claim 4, it is characterized in that, transfer of data between the user terminal system corresponding with described cloud system is by user terminal system communication module (103), high in the clouds communication module (201) and smart mobile phone or PC, network router; User terminal system communication module (103) configuration bluetooth or WiFi or other near field wireless communications devices.
6. cloud system according to claim 4, it is characterized in that, the described analysis to user's cardiovascular physiology and sleep behavior data set, be specially: user cardiovascular physiological data and sleep quality in effectual time are measured, the measurement data obtained will become data content new in data and software administration memory module (202), and by comparing with existing deposition data, obtain cardiovascular physiology data and sleep characteristics knowledge and associating between user health, to generate the general health assessing andpredicting of weighting.
7. cloud system according to claim 4, it is characterized in that, also comprise: user health data result examines feedback and healthy scheme pushed information module (205), for examining, feeding back and pushing user's cardiovascular physiology health and sleep quality assessment and user health feature knowledge; For the abnormal cardiovascular physiology of user and sleep behavior data, professional will carry out health data check of results and feedback.
8. cloud system according to claim 4, it is characterized in that, described user's sleep behavior data spectrum collection comprises the physical data of and physiology of respiration data and sleep activity cardiovascular based on seasonal effect in time series user and the physiology signs data of correspondence and environment signs data that user terminal system collects.
9. cloud system according to claim 4, is characterized in that, Data Analysis Services and artificial intelligence module (202) and cardiovascular health and sleep quality assessment analysis module (204) employing software systems or software and hardware integrated system.
10. a health monitoring system for transparent sensing modes, is characterized in that, comprises the user terminal system described in any one of claims 1 to 3 and the cloud system described in any one of claim 4 to 9.
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| CN106156514A (en) * | 2016-07-12 | 2016-11-23 | 何侃 | The sensory perception of a kind of cloud computing and cognitive competence assessment system and method |
| CN107645563A (en) * | 2017-10-23 | 2018-01-30 | 广州云新信息技术有限公司 | The Internet of Things means of communication and system of a kind of medical testing devices |
| CN107817738A (en) * | 2017-12-12 | 2018-03-20 | 成都乐享智家科技有限责任公司 | A kind of sleep tele-control system based on cloud platform |
| CN109938775A (en) * | 2018-04-08 | 2019-06-28 | 深圳市贝斯曼精密仪器有限公司 | Blood vessel state monitoring method and system based on big data technology |
| CN110689956A (en) * | 2019-10-12 | 2020-01-14 | 河北时代电子有限公司 | Intelligent internet big data platform for health monitoring |
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| CN110957030A (en) * | 2019-12-04 | 2020-04-03 | 中国人民解放军第二军医大学 | Sleep quality monitoring and interaction system |
| CN112800332A (en) * | 2021-02-04 | 2021-05-14 | 北京易车互联信息技术有限公司 | Platform suitable for pushing text and picture messages to mobile phone terminal equipment |
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| CN107645563B (en) * | 2017-10-23 | 2021-05-11 | 广州云新信息技术有限公司 | Internet of things communication method and system of medical test equipment |
| CN107817738A (en) * | 2017-12-12 | 2018-03-20 | 成都乐享智家科技有限责任公司 | A kind of sleep tele-control system based on cloud platform |
| CN109938775A (en) * | 2018-04-08 | 2019-06-28 | 深圳市贝斯曼精密仪器有限公司 | Blood vessel state monitoring method and system based on big data technology |
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| CN110957030A (en) * | 2019-12-04 | 2020-04-03 | 中国人民解放军第二军医大学 | Sleep quality monitoring and interaction system |
| CN112800332A (en) * | 2021-02-04 | 2021-05-14 | 北京易车互联信息技术有限公司 | Platform suitable for pushing text and picture messages to mobile phone terminal equipment |
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