Exercise and health platform based on cloud computing
Through a cloud-based sports and health platform, combined with user-side, backend management systems and smart wearable devices, AI algorithms are used for data analysis, which solves the problems of unmet training plan uniformity, data subjectivity and personalized needs in the existing technology, and realizes personalized training plans and more efficient training management.
Patent Information
- Application Number
- CN202411743151.6
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-11-29
- Publication Date
- 2025-03-14
AI Technical Summary
The existing professional sports training system has problems such as uniformity of training plans, subjectivity of data, inconvenience in subsequent analysis, and unmet personalized training needs, resulting in limited training results and quality.
Design a sports and health platform based on cloud computing, and realize the analysis of health and training data and the formulation of personalized training plans through the combination of user-side, back-end management systems and smart wearable devices. AI algorithms are used for data analysis and early warning, and personalized training plans and health suggestions are provided.
Through personalized training plans and real-time data feedback, we can improve training results and quality, meet the personalized needs of different training personnel, and achieve more scientific and efficient training management.
Smart Images

Figure CN119626452A_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the technical field of sports training, and in particular to a sports and health platform based on cloud computing. Background Art
[0002] In traditional professional sports training, the recording of training data often relies on the subjective memory or manual recording of trainers, which leads to data inaccuracy and subjectivity. This makes subsequent data analysis and training plan arrangement difficult and lacks scientific basis. The analysis of training data often requires a lot of time and manpower, and trainers and leaders cannot understand the training situation and effect in time, nor can they make timely adjustments and optimizations. With the continuous improvement of training needs, the demand for personalized training is also becoming stronger. Since training plans are often formulated in a unified manner, they cannot meet the personalized needs of different trainers. Some people may need to emphasize physical training more, while others need to focus more on professional skills training. This unified training plan is difficult to meet everyone's actual needs. Some people hope to get customized training plans and guidance based on their own characteristics and needs.
[0003] In summary, the current professional sports training system has problems such as uniformity of training plans, subjectivity of data, inconvenience of subsequent analysis, and demand for personalized training. These problems restrict the effectiveness and quality of training, and also limit the employment and development of athletes. Summary of the invention
[0004] In order to overcome the above-mentioned shortcomings of the prior art, the present invention proposes a sports and health platform based on cloud computing, which is set up by setting up a user terminal, a background management system and a smart wearable device, analyzes health and training data, and has a unified training plan. The background management system can adjust projects, plans, and activities in time to meet personalized training needs, and uses AI algorithms for analysis, so that the effect of sports training and the effect of maintaining user health are better.
[0005] The technical solution adopted by the present invention to solve the technical problem is: a sports and health platform based on cloud computing, including a user terminal, a background management system and a smart wearable device wirelessly connected to each other;
[0006] The user end includes a health exercise module, a sports data module, and a device connection status module; the health exercise module includes a health system and a training system; the health system is used to obtain and display the number of exercises of the user this week, to generate health risk warnings through AI algorithms, to display various risk indicator information with eye-catching logos, and to record personal historical health data reported; the health system also has a built-in AI algorithm for intelligently evaluating the user's stroke risk index and giving relevant risk recommendations, dietary recommendations, and exercise recommendations; the training system views published public activities, views activity scheduling details, and signs up for activities according to its own needs; the training system can also view public activities that the user has joined, and arrange and display daily training plans and daily exercise consumption data based on the data of the joined activities; the training system displays public projects in the field of the user according to the field in which the user is located, and the user can retrieve relevant projects based on the secondary classification; the sports data module is used to display the user's exercise records today and the user's historical exercise records; the device connection status module can display the user's wearable device connection status, model, power, connection status, and wearing status information, and the user can manage the device on this page and connect the device;
[0007] The backend management system includes a project management module, an activity management module, a plan management module, a user management module, a health record module, an equipment management module, a report statistics module, and a system setting module; the project management module is used for project classification management, project library management, and project publishing; the project classification management is specifically: the administrator creates, modifies, and deletes the classification of courses in the backend management system, and only the super administrator can maintain the classification; the classification of courses includes strength, speed, and agility; the project library management is specifically: the administrator uses the backend management system to compile sports and training courses; project publishing is specifically that the administrator publishes the course to the user or the department to which the user belongs in the backend management system, and the user can use it on the user end, and the administrator shares the course with the administrator of the entire platform or the subordinate administrator within the scope of the organization under his jurisdiction in the backend management system;
[0008] The activity management module is used for activity planning, activity project arrangement, and activity publishing; activity planning specifically includes: the administrator uses the backend management system to manage training tasks, and the training tasks include adding activities, editing activities, editing activity details, deleting activities, and publishing activities; activity project arrangement specifically includes: the administrator arranges specific training and assessment projects for activities, and the projects include project names, training types, project training personnel lists, and project schedule start and end dates; activity publishing specifically includes: the administrator publishes activities and sets the activity start date, project execution date, and activity end date;
[0009] The plan management module is used to display the plan list and plan overview; the plan list maintains plan information, which includes department, scheduled time, scheduled tasks, and related project library items, and supports query, modification, and export operations; the plan overview list displays the plans that the organization has arranged, and divides data permissions so that only the plans arranged by the organization and subordinate organizations can be seen;
[0010] The user management module is used for user management, department management, coach management and department invitation code management; user management displays user list information, including name, position, work number, mobile phone, department, and supports multi-condition query and export; department management displays unit department information with multi-level data, including department name, number, field, and supports multi-condition query and export; coach management displays coach list information, including name, position, work number, mobile phone, department, coach profile, and supports multi-condition query and export; department invitation code management displays invitation code data generated by the administrator in list form, including department name, invitation code, invitation code quota, invitation code validity period, and supports conditional query;
[0011] The health record module is used to create records and display the user information that has been created, including name, gender, age, birthday, ID and other information, and supports modification and query; the health record module is also used for user health records, and displays the user health monitoring report data in charts;
[0012] The device management module is used for wearable device management, wearable data reporting records and smart device management; wearable device management uniformly maintains and manages bound watch device data, which includes device number, IME number, name, device model, type, binding time, device holder information, device online status, and whether it is worn; wearable data reporting records are specifically used to query the data records automatically reported by students' wearable devices, including health data and positioning data; smart device management is specifically used to manage the smart device list, display device name, manufacturer device number, uid, project list, venue, and support conditional query;
[0013] The report statistics module is used for point record and point rule management; point record is specifically for querying student records, which include name, department, score, scoring time, scoring item, plan, and scoring type, and supports conditional query; point rule management is specifically for querying the point rules maintained by the department, which include rule name, department, creation time, and creator, and supports conditional query;
[0014] The system settings module is used for role management and menu management;
[0015] The smart wearable device includes a data reporting module and a message notification module; the data reporting module is used to report real-time positioning data and real-time heart rate data; the message notification module is used for assessment notifications and training notifications; the assessment notification is specifically that after the coach issues an instruction to start the assessment, the smart wearable device receives the assessment notification and displays it and enters the assessment state; the training notification provides the user with a message notification function. When the training plan time for the activity is reached, the background management system sends a notification to remind the watch end that it is time to train.
[0016] Furthermore, the smart wearable device adopts the commercial version of Huawei smart watch.
[0017] Furthermore, the user terminal adopts a mobile phone; the background management system adopts a PC to connect to the data server.
[0018] Furthermore, the health data includes blood pressure, blood oxygen, heart rate, and BMI.
[0019] Furthermore, the health system can input sleep data and give relevant sleep suggestions based on the sleep data.
[0020] Furthermore, the health system also includes an AI health consultant and a green channel; the AI health consultant is used to consult health issues for users and obtain health guidance suggestions; the green channel is used to quickly make an appointment with a doctor and provide online consultation services.
[0021] Furthermore, the exercise record includes exercise type, exercise duration, and calories consumed.
[0022] Furthermore, the user terminal can also display the user's avatar, name, and basic information of the department to which he belongs; display the project data that the user has collected, and the user can manage and view the collected projects on the current page.
[0023] Furthermore, the user health monitoring reported data includes blood pressure, blood sugar, four blood lipids, total cholesterol, triglycerides, high-density lipoprotein cholesterol, low-density lipoprotein cholesterol, heart rate, sleep, stress, blood oxygen, and body temperature.
[0024] Compared with the prior art, the present invention has the following beneficial effects:
[0025] (1) Improve training effect: The present invention can formulate corresponding training plans according to the needs and level of each trainee through personalized training plans and real-time data feedback, thereby improving the training effect. Personalized training plans can better meet the needs of trainees and help them improve their professional skills and physical fitness.
[0026] (2) Improve training quality: The subjectivity of data and the inconvenience of subsequent analysis in traditional training limit the improvement of training quality. The present invention records training data through a smart watch to achieve objective recording and analysis of data. Leaders can understand the training situation and effect through scientific data analysis, so as to adjust the training plan in time and improve the training quality.
[0027] (3) Refined management: The sports and health platform centrally manages training data and plans, providing efficient management tools. Through the platform, leaders can monitor training conditions, collect training data, and analyze training results in real time, thereby conducting refined management. This helps improve management efficiency, reduce labor costs, and achieve more refined and scientific training management.
[0028] (4) Meeting individual needs: The individual needs of different trainees are the key to improving the training effect. The present invention can formulate individualized training programs according to individual characteristics and needs, and provide corresponding guidance and feedback. Meeting such individual needs can better stimulate the enthusiasm and initiative of trainees and improve the effect and results of training.
[0029] (5) Innovative application prospects: The sports and health platform is an innovative application that uses smart watches and data analysis technology, and has broad application prospects. It can be used not only in the fields of security and fire protection, but also in other fields such as military training, sports training, etc. This will provide greater opportunities and commercial value for the promotion and development of the sports and health platform. BRIEF DESCRIPTION OF THE DRAWINGS
[0030] In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings required for describing the embodiments are briefly introduced below.
[0031] Figure 1 This is a working principle diagram of a cloud computing-based sports and health platform of the present invention. DETAILED DESCRIPTION
[0032] The technical scheme in the embodiment of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiment of the present invention. Obviously, the described embodiment is only a part of the embodiment of the present invention, not all of the embodiments. Based on the embodiment of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.
[0033] In the description of the present invention, it should be noted that the terms "center", "up", "down", "left", "right", "vertical", "horizontal", "inside", "outside", etc. indicate directions or positional relationships based on the directions or positional relationships shown in the accompanying drawings. They are only for the convenience of describing the present invention and simplifying the description, and do not indicate or imply that the device or element referred to must have a specific direction, be constructed and operated in a specific direction. Therefore, they cannot be understood as limitations on the present invention.
[0034] In the description of the present invention, it should be noted that, unless otherwise clearly specified and limited, the terms "installed", "connected" and "connected" should be understood in a broad sense. For example, it can be a fixed connection, a detachable connection, or an integral connection; it can be a mechanical connection or an electrical connection; it can be a direct connection, or it can be indirectly connected through an intermediate medium, or it can be the internal connection of two components. For ordinary technicians in this field, the specific meanings of the above terms in the present invention can be understood according to specific circumstances. In addition, the technical features involved in the different embodiments of the present invention described below can be combined with each other as long as they do not conflict with each other.
[0035] like Figure 1 As shown, a sports and health platform based on cloud computing includes a user terminal, a background management system and a smart wearable device that are wirelessly connected to each other;
[0036] The user end includes a health and exercise module, a sports data module, and a device connection status module. The health and exercise module includes a health system and a training system. The health system is used to obtain and display the number of exercises the user has done this week, to generate health risk warnings through AI algorithms, to display various risk indicator information with eye-catching logos, and to record personal historical health data. Health data includes blood pressure, blood oxygen, heart rate, and BMI. The health system also has a built-in AI algorithm for intelligently evaluating the user's stroke risk index and giving relevant risk recommendations, dietary recommendations, and exercise recommendations. The health system can input sleep data and give relevant sleep recommendations based on sleep data. The health system also includes an AI health consultant and a green channel. The AI health consultant is used to consult users about health issues and obtain health guidance recommendations. The green channel is used to quickly make appointments with doctors and provide online consultation services. The training system views published public events, views event scheduling details, and signs up for events according to its own needs. The training system can also view public events that users have joined, and arrange and display daily training plans based on the data of the joined events, and display daily exercise consumption data. The training system displays public projects in the field of the user according to the user's field, and users can retrieve relevant projects based on the secondary classification. The exercise data module is used to display the user's exercise records today and the user's historical exercise records. Exercise records include exercise type, exercise duration, and calories consumed. The device connection status module can display the user's wearable device connection status, model, power, connection status, and wearing status information. Users can manage devices and connect devices on this page.
[0037] The user end can also display the user's avatar, name, and basic information of the department to which they belong; it can also display the project data that the user has collected, and the user can manage and view the collected projects on the current page.
[0038] The backend management system includes project management module, activity management module, plan management module, user management module, health record module, equipment management module, report statistics module, and system setting module. The project management module is used for project classification management, project library management, and project release. Project classification management is as follows: the administrator creates, modifies, and deletes course categories in the backend management system, and only super administrators can maintain categories; course categories include strength, speed, and agility; project library management is as follows: the administrator uses the backend management system to compile sports and training courses; project release is as follows: the administrator publishes courses to users or departments to which users belong in the backend management system, and users can use them on the user side. The administrator shares courses with administrators of the entire platform or subordinate administrators within the scope of the organization under his jurisdiction in the backend management system.
[0039] The activity management module is used for activity planning, activity project scheduling, and activity publishing; activity planning is specifically: the administrator uses the background management system to manage training tasks, and the training tasks include adding activities, editing activities, editing activity details, deleting activities, and publishing activities; activity project scheduling is specifically: the administrator schedules specific training and assessment items for the activity, and the projects include project name, training type, list of project training personnel, and project scheduled start and end dates; activity publishing is specifically: the administrator publishes the activity, sets the activity start date, project execution date, and activity end date.
[0040] The plan management module is used to display the plan list and plan overview. The plan list maintains plan information, including department, scheduled time, scheduled tasks, and related project library items, and supports query, modification, and export operations. The plan overview list displays the plans that the organization has arranged, and data permissions are divided, so that only the plans arranged by the organization and subordinate organizations can be seen.
[0041] The user management module is used for user management, department management, coach management and department invitation code management; user management displays user list information, including name, position, work number, mobile phone, department, and supports multi-condition query and export; department management displays unit department information with multi-level data, including department name, number, field, and supports multi-condition query and export; coach management displays coach list information, including name, position, work number, mobile phone, department, coach profile, and supports multi-condition query and export; department invitation code management displays invitation code data generated by the administrator in list form, including department name, invitation code, invitation code quota, invitation code validity period, and supports conditional query;
[0042] The health record module is used to create records and display the user information that has been created, including name, gender, age, birthday, ID and other information, and supports modification and query; the health record module is also used for user health records to display user health monitoring reported data in charts; user health monitoring reported data includes blood pressure, blood sugar, four blood lipids, total cholesterol, triglycerides, high-density lipoprotein cholesterol, low-density lipoprotein cholesterol, heart rate, sleep, stress, blood oxygen, and body temperature.
[0043] The device management module is used for wearable device management, wearable data reporting records and smart device management; wearable device management uniformly maintains and manages bound watch device data, which includes device number, IME number, name, device model, type, binding time, device holder information, device online status, and whether it is worn; wearable data reporting records are specifically for querying the data records automatically reported by students' wearable devices, including health data and positioning data; smart device management is specifically for managing the smart device list, displaying the device name, manufacturer equipment number, uid, project list, venue, and supporting conditional query.
[0044] The report statistics module is used for point record and point rule management; point record is specifically for querying student records, which include name, department, score, scoring time, scoring item, plan, and scoring type, and supports conditional query; point rule management is specifically for querying the point rules maintained by the department, which include rule name, department, creation time, and creator, and supports conditional query;
[0045] The system settings module is used for role management, menu management, general dictionary, standard library management, and template management; role management configures roles within the system department and manages the scope of role permissions. Menu management queries menu list information, including menu name, parent menu and other information, and supports conditional query operations. General dictionary maintains standard dictionary data used by the system to run, including dictionary tags, dictionary names, creation time, dictionary data lists, etc. When standard library management maintains project scores, it automatically matches the standard library information of the results, including standard library name, field, department information, etc. Template management manages the templates for students to receive assessment certificates after the assessment of the management activity is completed, including template name, template file name, upload time, uploader and other information.
[0046] Smart wearable devices include data reporting modules and message notification modules. The data reporting module is used to report real-time positioning data and real-time heart rate data; smart wearable devices obtain personnel positioning information and report real-time positioning information to the background management system through the network. Smart wearable devices obtain personnel heart rate sleep, pressure, blood oxygen, and body temperature information, and report real-time positioning information to the background management system through the network. The message notification module is used for assessment notifications and training notifications; the assessment notification is specifically that after the coach issues the start assessment instruction, the smart wearable device receives the assessment notification and displays it and enters the assessment state; the training notification provides users with a message notification function. When the activity arranges the training plan time, the background management system sends a notification to remind the watch end that the training time has arrived.
[0047] The smart wearable device uses the commercial version of Huawei smart watch. The user end uses a mobile phone. The backend management system uses a PC to connect to the data server.
[0048] The above is only a specific embodiment of the present invention, but the protection scope of the present invention is not limited thereto. Any changes or substitutions that can be easily thought of by a person skilled in the art within the technical scope disclosed by the present invention should be included in the protection scope of the present invention. Therefore, the protection scope of the present invention should be based on the protection scope of the claims.
Claims
1. A sports and health platform based on cloud computing, characterized by: It includes user terminals, backend management systems and smart wearable devices that are wirelessly connected to each other; The user terminal includes a health and exercise module, a sports data module, and a device connection status module; the health and exercise module includes a health system and a training system; the health system is used to obtain and display the number of exercises of the user this week, to generate health risk warnings through AI algorithms, to display various risk indicator information with eye-catching logos, and to record personal historical health data reported; the health system also has a built-in AI algorithm for intelligently evaluating the user's stroke risk index and giving relevant risk recommendations, dietary recommendations, and exercise recommendations; the training system views published public activities, views activity scheduling details, and registers for activities according to one's own needs; The training system can also view the public activities that the user has joined, and according to the data of the joined activities, it can compile and display the daily training plan and the daily exercise consumption data; the training system can classify and display the public projects in the field according to the user's field, and the user can retrieve the relevant projects according to the secondary classification; the exercise data module is used to display the user's exercise records today and the user's historical exercise records; the device connection status module can display the user's wearable device connection status, model, power, connection status, and wearing status information, and the user can manage the device and connect the device on this page; The backend management system includes a project management module, an activity management module, a plan management module, a user management module, a health record module, an equipment management module, a report statistics module, and a system setting module; the project management module is used for project classification management, project library management, and project publishing; the project classification management is specifically: the administrator creates, modifies, and deletes the classification of courses in the backend management system, and only the super administrator can maintain the classification; the classification of courses includes strength, speed, and agility; the project library management is specifically: the administrator uses the backend management system to compile sports and training courses; project publishing is specifically that the administrator publishes the course to the user or the department to which the user belongs in the backend management system, and the user can use it on the user end, and the administrator shares the course with the administrator of the entire platform or the subordinate administrator within the scope of the organization under his jurisdiction in the backend management system; The activity management module is used for activity planning, activity project arrangement, and activity publishing; activity planning specifically includes: the administrator uses the backend management system to manage training tasks, and the training tasks include adding activities, editing activities, editing activity details, deleting activities, and publishing activities; activity project arrangement specifically includes: the administrator arranges specific training and assessment projects for activities, and the projects include project names, training types, project training personnel lists, and project schedule start and end dates; activity publishing specifically includes: the administrator publishes activities and sets the activity start date, project execution date, and activity end date; The plan management module is used to display the plan list and plan overview; the plan list maintains plan information, which includes department, scheduled time, scheduled tasks, and related project library items, and supports query, modification, and export operations; the plan overview list displays the plans that the organization has arranged, and divides data permissions so that only the plans arranged by the organization and subordinate organizations can be seen; The user management module is used for user management, department management, coach management and department invitation code management; user management displays user list information, including name, position, work number, mobile phone, department, and supports multi-condition query and export; department management displays unit department information with multi-level data, including department name, number, field, and supports multi-condition query and export; coach management displays coach list information, including name, position, work number, mobile phone, department, coach profile, and supports multi-condition query and export; department invitation code management displays invitation code data generated by the administrator in list form, including department name, invitation code, invitation code quota, invitation code validity period, and supports conditional query; The health record module is used to create records and display the user information that has been created, including name, gender, age, birthday, ID and other information, and supports modification and query; the health record module is also used for user health records, and displays the user health monitoring report data in charts; The device management module is used for wearable device management, wearable data reporting records and smart device management; wearable device management uniformly maintains and manages bound watch device data, which includes device number, IME number, name, device model, type, binding time, device holder information, device online status, and whether it is worn; wearable data reporting records are specifically used to query the data records automatically reported by students' wearable devices, including health data and positioning data; smart device management is specifically used to manage the smart device list, display device name, manufacturer device number, uid, project list, venue, and support conditional query; The report statistics module is used for point record and point rule management; point record is specifically for querying student records, which include name, department, score, scoring time, scoring item, plan, and scoring type, and supports conditional query; point rule management is specifically for querying the point rules maintained by the department, which include rule name, department, creation time, and creator, and supports conditional query; The system settings module is used for role management and menu management; The smart wearable device includes a data reporting module and a message notification module; the data reporting module is used to report real-time positioning data and real-time heart rate data; the message notification module is used for assessment notification and training notification; the assessment notification is specifically that after the coach issues the assessment start instruction, the smart wearable device receives the assessment notification and displays it and enters the assessment state; Training notifications provide users with message notification functions. When the training plan time for the activity arrives, the background management system sends a notification to remind the watch end that it is time to arrive.
2. The cloud computing-based sports and health platform according to claim 1, characterized in that: The smart wearable device adopts the commercial version of Huawei smart watch.
3. The cloud computing-based sports and health platform according to claim 1, characterized in that: The user terminal uses a mobile phone; the background management system uses a PC to connect to the data server.
4. The cloud computing-based sports and health platform according to claim 1, characterized in that: The health data includes blood pressure, blood oxygen, heart rate, and BMI.
5. The cloud computing-based sports and health platform according to claim 1, characterized in that: The health system can input sleep data and give relevant sleep suggestions based on the sleep data.
6. The cloud computing-based sports and health platform according to claim 1, characterized in that: The health system also includes an AI health consultant and a green channel; the AI health consultant is used to consult users on health issues and obtain health guidance suggestions; the green channel is used to quickly make appointments with doctors and provide online consultation services.
7. The cloud computing-based sports and health platform according to claim 1, characterized in that: The exercise record includes exercise type, exercise duration, and calories consumed.
8. The cloud computing-based sports and health platform according to claim 1, characterized in that: The user terminal can also display the user's avatar, name, and basic information of the department to which the user belongs; display the project data that the user has collected, and the user can manage and view the collected projects on the current page.
9. The cloud computing-based sports and health platform according to claim 1, characterized in that: The user health monitoring reported data includes blood pressure, blood sugar, four blood lipids, total cholesterol, triglycerides, high-density lipoprotein cholesterol, low-density lipoprotein cholesterol, heart rate, sleep, stress, blood oxygen, and body temperature.