CN111768876A - Intelligent family health data acquisition system, method, equipment and storage medium - Google Patents
Intelligent family health data acquisition system, method, equipment and storage medium Download PDFInfo
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H80/00—ICT specially adapted for facilitating communication between medical practitioners or patients, e.g. for collaborative diagnosis, therapy or health monitoring
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/02—Detecting, 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
- A61B5/0205—Simultaneously evaluating both cardiovascular conditions and different types of body conditions, e.g. heart and respiratory condition
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B2562/00—Details of sensors; Constructional details of sensor housings or probes; Accessories for sensors
- A61B2562/02—Details of sensors specially adapted for in-vivo measurements
- A61B2562/0219—Inertial sensors, e.g. accelerometers, gyroscopes, tilt switches
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- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/02—Detecting, 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
- A61B5/021—Measuring pressure in heart or blood vessels
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- A—HUMAN NECESSITIES
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- A61B5/02—Detecting, 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
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- A61B5/145—Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue
- A61B5/14542—Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue for measuring blood gases
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- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/48—Other medical applications
- A61B5/4806—Sleep evaluation
- A61B5/4809—Sleep detection, i.e. determining whether a subject is asleep or not
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Abstract
The invention relates to a system, a method, equipment and a storage medium for acquiring health data of a smart home, wherein the acquisition system comprises four parts, namely smart wearable equipment, a smart home gateway, a cloud service platform and a health data display App, the smart home gateway can be communicated with the smart wearable equipment of a plurality of different family members at the same time and can be interacted with the cloud service end in a two-way manner, and based on the system, the health data are acquired and finally formed into a health report on a mobile phone terminal of a user through the smart wearable equipment, the smart home gateway, the cloud service platform and the health data display App in a progressive manner. Compared with the prior art, the method has the advantages of protecting health privacy, reducing labor cost of medical staff by acquiring health data, storing all related records in a cloud, and the like.
Description
Technical Field
The invention relates to the technical field of software and hardware intelligent combination data acquisition, in particular to a system, a method, equipment and a storage medium for acquiring health data of an intelligent family.
Background
Wearable devices, i.e. portable devices worn directly on the body or integrated into the clothing or accessories of the user. Wearable equipment is not only a hardware equipment, realizes powerful function through software support and data interaction, high in the clouds interaction more, and wearable equipment will bring very big transition to our life, perception. The built-in three-axis acceleration sensor, the three-axis gyroscope, the PPG heart rate sensor, the capacitive wearing monitoring sensor and related algorithms can provide health data such as heart rate, blood pressure, blood oxygen, electrocardio, step counting, sleeping and the like.
Bluetooth, a radio technology supporting short-range communication (typically within 10 m) of devices, enables wireless information exchange between many devices including mobile phones, PDAs, wireless headsets, laptops, related peripherals, etc. By using the bluetooth technology, the communication between mobile communication terminal devices can be effectively simplified, and the communication between the devices and the Internet can also be successfully simplified, so that the data transmission becomes faster and more efficient, and the way is widened for wireless communication.
The TCP/IP Protocol, a Transmission Control Protocol/Internet Protocol, a translation name is Transmission Control Protocol/Internet Protocol, also called network communication Protocol, is the most basic Internet Protocol and Internet Internet foundation, and consists of IP Protocol of network layer and TCP Protocol of Transmission layer. TCP/IP defines a standard for how electronic devices connect to the internet and how data is transferred between them.
At present, professional equipment and corresponding medical staff are required to be equipped for measuring and recording health data such as heart rate, blood pressure, blood oxygen, electrocardio, step counting, sleep and the like, manual operation is carried out, the efficiency of manual measurement is low, the cost is high, fixed time is not needed for health data acquisition, and acquisition and recording are carried out only when diagnosis is carried out on diseases by means of the health data acquisition. The data obtained by single measurement is only simply judged, and continuous data is not available for analyzing or early warning the health history and the health trend.
Disclosure of Invention
The present invention is directed to a system, a method, a device and a storage medium for collecting health data of an intelligent home to overcome the above-mentioned drawbacks of the prior art.
The purpose of the invention can be realized by the following technical scheme:
the utility model provides a health data acquisition system of wisdom family, this system include that intelligence wearing equipment, intelligent home gateway, high in the clouds service platform and health data show app that mutual both-way communication is connected, wherein:
the intelligent wearable device is used for acquiring health data according to relevant built-in components and relevant algorithms and transmitting the health data to the intelligent home gateway through a communication protocol;
the intelligent home gateway is used for receiving the health data transmitted by the intelligent wearable device and establishing connection with the cloud service platform so as to upload the received health data and receive an instruction returned by the cloud service platform;
the cloud service platform is used for receiving the health data from the intelligent home gateway, performing real-time operation and processing on the data through various rules and application logics to identify that the health data of different intelligent wearable devices are filed in different users, determining whether the real-time health data are in an alarm threshold range, recording a current alarm value and corresponding preset related data if the real-time health data are in the alarm threshold range, inquiring historical health records of personnel corresponding to the health data, and forming a health report by combining related data analysis results;
and the health data display app is used for receiving the health report from the cloud service platform, interactively feeding back the health report with a user, displaying real-time and historical health data and displaying an early warning result when the health data is within an alarm threshold range.
Further, the related elements comprise an acceleration sensor, a gyroscope, a PPG heart rate sensor and a capacitive wearing monitoring sensor.
Furthermore, the acceleration sensor adopts a three-axis acceleration sensor, and the gyroscope adopts a three-axis gyroscope.
Further, the health data comprises heart rate data, blood pressure and blood oxygen data, step counting data and sleep data.
Further, the communication protocol comprises a Bluetooth protocol or a TCP/IP protocol.
The invention also provides a data acquisition method based on the intelligent family health data acquisition system, which comprises the following steps:
step 1: the user wears the intelligent wearable equipment, and equipment IDs corresponding to different intelligent wearable equipment are matched with different user identity information;
step 2: after the intelligent wearable device is worn, the intelligent wearable device acquires health data through matching of built-in related elements and related algorithms;
and step 3: according to different conditions, the intelligent wearable device transmits health data to the intelligent home gateway through a communication protocol or stops connection;
and 4, step 4: the intelligent home gateway receives the health data transmitted from the intelligent wearable device and performs data verification and processing operation locally;
and 5: if all the data pass the verification, the intelligent home gateway packs all the data and uploads the data to the cloud service platform, and if invalid data exist, the intelligent home gateway issues an acquisition instruction to the intelligent wearable device to perform secondary acquisition aiming at the invalid data;
step 6: the cloud service platform receives the health data uploaded by the intelligent home gateway, the health data and self health rules and logics in the cloud service platform are combined with historical health data in an electronic file stored in a cloud of the user to perform data analysis and generate a health report, and if the real-time health data are within an early warning range, the intelligent home health data acquisition system can be linked with medical staff according to a preset health plan;
and 7: and the cloud service platform simultaneously feeds the health report back to the health data display app, and a terminal loaded with the health data display app displays and feeds back the measurement result and specific analysis detail information in the health report to a user.
Further, the step 3 specifically includes:
when the user wearing the intelligent wearable device is at home, the user and the intelligent home gateway are in an allowed Bluetooth communication range, and the intelligent wearable device is automatically connected with the intelligent wearable device and transmits health data to the intelligent home gateway through a communication protocol;
when the user wearing the intelligent wearable device and the intelligent home gateway are not in the allowed Bluetooth communication range, the intelligent wearable device tries to be connected with the intelligent home gateway for many times and stops being connected after no result exists.
Further, the related elements in the step 2 comprise an acceleration sensor, a gyroscope, a PPG heart rate sensor and a capacitive wearing monitoring sensor; the health data in the step 2 comprise heart rate data, blood pressure and blood oxygen data, step counting data and sleep data.
The invention also provides a terminal device, which comprises a memory, a processor and a computer program stored in the memory and capable of running on the processor, and is characterized in that the processor executes the computer program to realize the steps of the data acquisition method based on the intelligent family health data acquisition system.
The invention also provides a computer-readable storage medium, which stores a computer program, wherein the computer program, when executed by a processor, implements the steps of the data acquisition method based on the intelligent family health data acquisition system.
Compared with the prior art, the invention has the following advantages:
1. the intelligent wearable device in the intelligent home health data acquisition system specifically uses an intelligent wearable device with a three-axis acceleration sensor, a three-axis gyroscope, a PPG heart rate sensor, a capacitive wearable monitoring sensor and a related algorithm, and automatically inputs acquired health data such as heart rate, blood pressure, blood oxygen, electrocardio, step counting, sleeping and the like into a home health file of a user through data transmission protocols such as Bluetooth and the like. The health data acquisition system is simple to wear through the automatic health data acquisition technology of the intelligent wearable device, and the labor cost of medical staff can be reduced by using the health data acquisition system to acquire health data.
2. The intelligent home gateway in the intelligent home health data acquisition system provided by the invention is more friendly to health privacy by taking a home as a unit data processing mode.
3. Compared with the traditional health data measurement, the intelligent real-time sign data acquisition system with the cloud server platform has richer health rules and logics, can perform more complex and intelligent health early warning logic processing, and provides more accurate health information.
4. All health information and preset related information are recorded, and effective data support is provided for data statistics, analysis and data model establishment.
5. If the numerical value reaches the early warning range, the system can carry out the operation of linkage medical staff according to the preset health plan, and the function of automatically and intelligently processing the health early warning is achieved.
Drawings
FIG. 1 is a schematic diagram of the system of the present invention;
FIG. 2 is a flow chart of the method of the present invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are some, not all, embodiments of the present invention. All other embodiments, which can be obtained by a person skilled in the art without any inventive step based on the embodiments of the present invention, shall fall within the scope of protection of the present invention.
DETAILED DESCRIPTION OF EMBODIMENT (S) OF INVENTION
As shown in fig. 1, the health data display system is composed of an intelligent wearable device, an intelligent home gateway, a cloud service platform and a health data display App, wherein the intelligent home gateway can be communicated with the intelligent wearable devices of a plurality of different family members at the same time, and can be in bidirectional data interaction with a cloud service end.
The cloud server is an existing home health platform, and after a new user registers, a dedicated health electronic file of the new user is generated, wherein various detailed health data information of the user is recorded.
The four parts of the system of the invention form corresponding specific embodiments and comprise:
a) the intelligent wearable equipment comprises: the health data such as heart rate, blood pressure, blood oxygen, electrocardio, step counting, sleep and the like can be provided by the built-in three-axis acceleration sensor, the three-axis gyroscope, the PPG heart rate sensor, the capacitive wearing monitoring sensor and the related algorithm. They can transmit the reading value and state of each parameter to the third party by Bluetooth or TCP/IP according to the standard communication protocol.
b) The intelligent home gateway simultaneously complies with the standard communication protocols such as Bluetooth and the like, can acquire the reading values and states of all parameters of the connected intelligent wearable equipment, has a TCP/IP networking technology, is connected with the cloud server, uploads the acquired data to the cloud server in real time, and simultaneously can receive instructions sent by the cloud server and transmit the instructions to the connected intelligent wearable equipment.
c) The cloud service is a central processing platform based on API service, and is mainly responsible for receiving data acquired by an intelligent gateway, performing real-time operation and processing on the data through various rules and application logics to identify whether health data of different intelligent wearable devices are filed in different users and whether the transmitted health reading value is in an alarm threshold range, recording the current alarm value and other preset associated data if the health data is in the alarm threshold range, inquiring related health records of the personnel, and forming a health report by combining with related data analysis.
d) The health data display App is used for interactive feedback of the system and a user, and is mainly used for displaying real-time and historical data of health parameters such as heart rate, blood pressure, blood oxygen, electrocardio, step counting, sleeping and the like, and displaying an early warning result.
By using the intelligent wearable device, the intelligent home gateway, the cloud service and the health data display App have the functions of bidirectional communication and mutual correlation, and a home health data acquisition system based on the intelligent wearable device can be formed.
As shown in fig. 2, the automatic family health data collecting process includes the following steps:
step 1: the user wears intelligent wearing equipment, and different equipment have different IDs can distinguish, confirm different user identity information.
Step 2: after the wearable device is worn, the intelligent wearable device can provide health data such as heart rate, blood pressure, blood oxygen, electrocardio, step counting, sleeping and the like through a built-in three-axis acceleration sensor, a three-axis gyroscope, a PPG heart rate sensor, a capacitive wearable monitoring sensor and a related algorithm.
Step 3.1: when a wearer is at home, the intelligent wearable device is automatically connected with the gateway and uploads health data such as heart rate, blood pressure, blood oxygen, electrocardio, step counting, sleep and the like in an allowed Bluetooth communication range with the intelligent home gateway.
Step 3.2: when the wearer is not in the Bluetooth communication range allowed by the intelligent home gateway, the intelligent wearable device stops connecting after trying to connect.
And 4, step 4: the intelligent home gateway receives the health data transmitted by the intelligent wearable device, and performs preliminary data verification and processing locally.
And 5: if all the data pass the verification, the intelligent home gateway packages and uploads all the sign data to the cloud server, and if invalid data exist, the intelligent home gateway sends an acquisition instruction again to acquire the invalid data again.
Step 6: the cloud service receives the health data uploaded by the intelligent gateway, and performs data analysis on the health data and rich health rules and logics in the platform by combining the health data and historical health data in the user electronic file, and generates a health report. If the numerical value reaches the early warning range, the system can carry out the operation of the linkage medical staff according to the preset health plan.
And 7: the cloud service feeds the analyzed and integrated health report back to the health data display App, and the terminal displays the measurement result and specific analysis details to the user.
And 8: the flow ends.
While the invention has been described with reference to specific embodiments, the invention is not limited thereto, and various equivalent modifications and substitutions can be easily made by those skilled in the art within the technical scope of the invention. Therefore, the protection scope of the present invention shall be subject to the protection scope of the claims.
Claims (10)
1. The utility model provides a health data acquisition system of wisdom family, its characterized in that, this system includes that equipment, intelligent home gateway, high in the clouds service platform and health data show app are dressed to the intelligence of mutual both-way communication connection, wherein:
the intelligent wearable device is used for acquiring health data according to relevant built-in components and relevant algorithms and transmitting the health data to the intelligent home gateway through a communication protocol;
the intelligent home gateway is used for receiving the health data transmitted by the intelligent wearable device and establishing connection with the cloud service platform so as to upload the received health data and receive an instruction returned by the cloud service platform;
the cloud service platform is used for receiving the health data from the intelligent home gateway, performing real-time operation and processing on the data through various rules and application logics to identify that the health data of different intelligent wearable devices are filed in different users, determining whether the real-time health data are in an alarm threshold range, recording a current alarm value and corresponding preset related data if the real-time health data are in the alarm threshold range, inquiring historical health records of personnel corresponding to the health data, and forming a health report by combining related data analysis results;
and the health data display app is used for receiving the health report from the cloud service platform, interactively feeding back the health report with a user, displaying real-time and historical health data and displaying an early warning result when the health data is within an alarm threshold range.
2. The system according to claim 1, wherein the related components include an accelerometer, a gyroscope, a PPG heart rate sensor, and a capacitive wear monitor sensor.
3. The system according to claim 2, wherein the acceleration sensor is a three-axis acceleration sensor, and the gyroscope is a three-axis gyroscope.
4. The system as claimed in claim 1, wherein the health data includes heart rate data, blood pressure and blood oxygen data, step data and sleep data.
5. The system as claimed in claim 1, wherein the communication protocol comprises bluetooth protocol or TCP/IP protocol.
6. A data collecting method based on the intelligent family health data collecting system as claimed in claim 1, wherein the method comprises the following steps:
step 1: the user wears the intelligent wearable equipment, and equipment IDs corresponding to different intelligent wearable equipment are matched with different user identity information;
step 2: after the intelligent wearable device is worn, the intelligent wearable device acquires health data through matching of built-in related elements and related algorithms;
and step 3: according to different conditions, the intelligent wearable device transmits health data to the intelligent home gateway through a communication protocol or stops connection;
and 4, step 4: the intelligent home gateway receives the health data transmitted from the intelligent wearable device and performs data verification and processing operation locally;
and 5: if all the data pass the verification, the intelligent home gateway packs all the data and uploads the data to the cloud service platform, and if invalid data exist, the intelligent home gateway issues an acquisition instruction to the intelligent wearable device to perform secondary acquisition aiming at the invalid data;
step 6: the cloud service platform receives the health data uploaded by the intelligent home gateway, the health data and self health rules and logics in the cloud service platform are combined with historical health data in an electronic file stored in a cloud of the user to perform data analysis and generate a health report, and if the real-time health data are within an early warning range, the intelligent home health data acquisition system can be linked with medical staff according to a preset health plan;
and 7: and the cloud service platform simultaneously feeds the health report back to the health data display app, and a terminal loaded with the health data display app displays and feeds back the measurement result and specific analysis detail information in the health report to a user.
7. The data collection method of claim 6, wherein the step 3 comprises:
when the user wearing the intelligent wearable device is at home, the user and the intelligent home gateway are in an allowed Bluetooth communication range, and the intelligent wearable device is automatically connected with the intelligent wearable device and transmits health data to the intelligent home gateway through a communication protocol;
when the user wearing the intelligent wearable device and the intelligent home gateway are not in the allowed Bluetooth communication range, the intelligent wearable device tries to be connected with the intelligent home gateway for many times and stops being connected after no result exists.
8. The data acquisition method based on the intelligent family health data acquisition system as claimed in claim 6, wherein the related elements in the step 2 comprise an acceleration sensor, a gyroscope, a PPG heart rate sensor and a capacitive wearing monitoring sensor; the health data in the step 2 comprise heart rate data, blood pressure and blood oxygen data, step counting data and sleep data.
9. A terminal device comprising a memory, a processor and a computer program stored in the memory and operable on the processor, wherein the processor executes the computer program to implement the steps of the data acquisition method based on the intelligent home health data acquisition system according to any one of claims 6 to 8.
10. A computer-readable storage medium storing a computer program, wherein the computer program is executed by a processor to implement the steps of the data acquisition method according to any one of claims 6 to 8 based on the intelligent home health data acquisition system.
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| CN114765616A (en) * | 2021-01-14 | 2022-07-19 | 新智数字科技有限公司 | Joint learning framework based on cloud storage association |
| CN114765616B (en) * | 2021-01-14 | 2023-09-05 | 新奥新智科技有限公司 | Combined learning framework based on cloud storage association |
| CN115910258A (en) * | 2022-11-23 | 2023-04-04 | 深圳市南方国讯科技有限公司 | Health detection system based on intelligence is dressed |
| CN115910258B (en) * | 2022-11-23 | 2024-01-30 | 深圳市南方国讯科技有限公司 | Health detecting system based on intelligence is dressed |
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