Cloud control and on-vehicle control method for personalized health management

By using cloud and vehicle-side control methods, personalized diet and exercise plans are created and combined with the user's daily schedule, solving the problem of energy consumption in creating health plans and achieving efficient travel and health intervention for intelligent health management.

CN122245743APending Publication Date: 2026-06-19MERCEDES BENZ GRP

Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
MERCEDES BENZ GRP
Filing Date
2026-02-10
Publication Date
2026-06-19

AI Technical Summary

Technical Problem

Users expend a great deal of effort when developing personalized diet and exercise plans, and existing technologies have failed to effectively utilize the smart cockpit systems in vehicles to provide personalized health management services.

Method used

By using cloud and vehicle-side control methods, personalized diet and exercise plans are created based on users' health management goals and physiological status information. Combined with users' daily schedules, intelligent navigation and health intervention services are provided.

Benefits of technology

It enhances the user's driving experience, provides efficient travel solutions for personalized health management, breaks down the boundaries of traditional health services, and offers intelligent diet and exercise interventions.

✦ Generated by Eureka AI based on patent content.

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Abstract

This application relates to a cloud-based control method for personalized health management, comprising: responding to user health management goal information and physiological state information received from a vehicle; formulating health management plans for various time periods based on the user's health management goal information; adjusting the health management plans for each time period based on the user's physiological state information; and sending inquiry information about the health management plans for each time period to the vehicle; responding to response information received from the vehicle regarding the inquiry information; planning the user's diet plan and / or exercise plan based on the response information and the health management plans for each time period; and sending the planned diet plan and / or exercise plan to the vehicle. According to this application, it provides users with efficient travel solutions, enhances the user's driving experience, and breaks the boundaries of traditional health services by providing users with intelligent diet and / or exercise intervention health services through customized navigation routes.
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Description

Technical Field

[0001] This application relates to the field of vehicle networking, and in particular to a cloud control method for personalized health management, a cloud server, a vehicle-side control method for personalized health management, an intelligent cockpit system, a vehicle including the intelligent cockpit system according to this application, and a computer program product. Background Technology

[0002] With the increasing awareness of health in society, users are paying more and more attention to their physical well-being. In current technologies, users need to consult a large amount of information and expend considerable energy to develop personalized diet and exercise plans. Especially in urban life, users frequently use vehicles and spend a significant amount of time in them, creating conditions for intelligent cockpit systems to deeply participate in users' personalized health management. Therefore, there is an urgent need to develop a solution that leverages vehicle-to-everything (V2X) technology to implement personalized health management for users. Summary of the Invention

[0003] The purpose of this application is to provide a cloud control method for personalized health management, a cloud server, a vehicle-side control method for personalized health management, an intelligent cockpit system, a vehicle including the intelligent cockpit system according to this application, and a computer program product, to at least partially solve the problems in the prior art.

[0004] According to a first aspect of this application, a cloud-based control method for personalized health management is provided, the method comprising: - In response to the user's health management goal information and physiological status information received from the vehicle, health management plans for various time periods can be formulated based on the user's health management goal information; - It can adjust the health management plan for each time period based on the user's physiological status information, and send inquiry information about the health management plan for each time period to the vehicle; - In response to the query information received from the vehicle, the system can plan the user's diet plan and / or exercise plan based on the response information and the health management plan for each time period, and send the planned diet plan and / or exercise plan to the vehicle.

[0005] The core concept of this application includes at least the following: personalizing the user's diet plan and / or exercise plan based on the user's health management goals and physiological status information, and deeply integrating the diet plan and / or exercise plan with the user's daily schedule. This not only provides the user with efficient travel solutions and enhances the user's driving experience, but also breaks the boundaries of traditional health services by providing the user with intelligent dietary intervention and / or intelligent exercise intervention health services through customized navigation routes.

[0006] According to an optional embodiment of this application, the diet plan content may include one or more of the following information: restaurant information for each meal, recipe information for each meal, and food shopping list information, etc.

[0007] According to another optional embodiment of this application, the exercise plan content may include one or more of the following information: exercise program information, exercise time information, and exercise location information, etc.

[0008] According to another optional embodiment of this application, the physiological state information may include one or more of the following: the user's weight information, height information, heart rate information, and blood pressure information, etc.

[0009] According to a second aspect of this application, a cloud server is provided, which may include the following components: - A cloud communication unit configured to interact with the vehicle. - A cloud control unit configured to perform a cloud-based control method for personalized health management according to this application.

[0010] According to a third aspect of this application, a method for vehicle-side control for personalized health management is provided, the method comprising: - It can acquire health management target information input by the user, monitor the user's physiological state information, and upload the health management target information and the physiological state information to the cloud server according to the claim; - In response to the query information received from the cloud server, the system can output the query information to the user, obtain the user's response information to the query information, and upload the response information to the cloud server; - In response to the diet plan content and / or exercise plan content received from the cloud server, a navigation route for the vehicle can be planned based on the diet plan content and / or exercise plan content.

[0011] According to another optional embodiment of this application, the navigation route of the vehicle from the corresponding exercise time to the corresponding exercise location can be planned based on the exercise plan content; the navigation route of the vehicle from the corresponding dining time to the corresponding restaurant can be planned based on the restaurant information of each meal; the navigation route of the vehicle from the corresponding shopping time to the corresponding shopping location and / or the ordering of the corresponding food can be planned based on the food shopping list information.

[0012] According to another optional embodiment of this application, the method may further include: - Send the diet plan and / or exercise plan to the user's terminal device, wherein the terminal device includes, for example, a smartphone, wearable device, and / or smart home appliance, wherein the smart home appliance includes, for example, a smart TV, smart speaker, and / or smart refrigerator.

[0013] According to another optional embodiment of this application, the method may further include: - In response to physiological state monitoring data and / or food monitoring data received from the user's terminal device, the diet plan and / or exercise plan can be adjusted based on the physiological state monitoring data and / or food monitoring data.

[0014] According to a fourth aspect of this application, an intelligent cockpit system is provided, which may include the following components: - An onboard communication unit configured to interact with a cloud server according to this application; - Human-computer interaction unit, which is configured to interact with users for information; - A physiological monitoring unit configured to monitor the user's physiological state information; - An on-board control unit for performing the vehicle-side control method for personalized health management according to this application.

[0015] According to a fifth aspect of this application, a vehicle is provided that may include an intelligent cockpit system according to this application.

[0016] According to a sixth aspect of this application, a computer program product, such as a computer-readable program carrier, is provided, comprising or storing computer program instructions that, when executed by a processor, at least assist in implementing the steps of the method described in this application. Attached Figure Description

[0017] The principles, features, and advantages of this application can be better understood by describing it in more detail below with reference to the accompanying drawings. The drawings show: Figure 1 A schematic diagram illustrating a vehicle and a cloud server according to an exemplary embodiment of this application is shown; Figure 2 A flowchart illustrating a method for vehicle-side control for personalized health management according to an exemplary embodiment of this application is provided. Figure 3 A flowchart illustrating a cloud-based control method for personalized health management according to another exemplary embodiment of this application; Figure 4 A flowchart illustrating a method for vehicle-side control for personalized health management according to another exemplary embodiment of this application is shown. Figure 5 A flowchart illustrating a method for vehicle-side control for personalized health management according to another exemplary embodiment of this application is shown. Detailed Implementation

[0018] To make the technical problems to be solved, the technical solutions, and the beneficial technical effects of this application clearer, the application will be further described in detail below with reference to the accompanying drawings and several exemplary embodiments. It should be understood that the specific embodiments described herein are only for explaining this application and are not intended to limit the scope of protection of this application.

[0019] Figure 1 A schematic diagram of a vehicle and a cloud server according to an exemplary embodiment of this application is shown. Figure 1 As shown, vehicle 1 is equipped with an intelligent cockpit system 10, which may include the following components: - Vehicle communication unit 11, which is configured to interact with cloud server 2; - Human-computer interaction unit 12, which is configured to interact with the user for information exchange; - A physiological monitoring unit 13, configured to monitor the user's physiological state information, wherein the physiological monitoring unit 13 includes, for example, a scale for detecting the user's weight information, a vehicle camera for detecting the user's height information, a heart rate detector for detecting the user's heart rate information, a blood pressure detector for detecting the user's blood pressure information, etc. - Vehicle control unit 14, which is used to perform the vehicle-side control method for personalized health management according to this application.

[0020] Vehicle 1 can establish a communication connection with the vehicle manufacturer's cloud server 2 via the Internet of Vehicles, and the cloud server 2 may include the following components: - Cloud communication unit 21, which is configured to interact with vehicle 1; - Cloud control unit 22, which is configured to perform a cloud control method for personalized health management according to this application.

[0021] Personalized health management for users can be achieved during the information interaction between vehicle 1 and cloud server 2. Next, this will be combined with the actions executed by the vehicle control unit 14. Figure 2 The diagram illustrates a process flow of a vehicle-side control method for personalized health management according to an exemplary embodiment of this application, and the process executed by the cloud control unit 22. Figure 3 The flowchart illustrating a cloud-based control method for personalized health management according to another exemplary embodiment of this application details a personalized health management scheme based on vehicle networking technology.

[0022] like Figure 2 As shown, the vehicle-side control method for personalized health management may include steps S1 to S3. In step S1, health management goal information input by the user can be acquired, the user's physiological state information can be monitored, and the health management goal information and the physiological state information can be uploaded to the cloud server 2. Here, the health management goal information input by the user can be acquired, for example, through a human-computer interaction unit 12 such as a central control display screen and / or an in-vehicle voice system. The health management goal information may include a weight loss target and / or a weight management period, such as "I want to lose 10 kg in a month". The physiological monitoring unit 13 can periodically monitor the user's physiological state information, which may include one or more of the following: the user's weight information, height information, heart rate information, and blood pressure information, etc. The health management goal information and the physiological state information can be transmitted to the cloud server 2 through the in-vehicle communication unit 11.

[0023] After receiving the health management target information and the physiological state information, the cloud control unit 22 can execute a cloud control method for personalized health management. For example... Figure 3 As shown, the method may include steps S1' to S3'. In step S1', in response to the user's health management goal information and physiological state information received from vehicle 1, a health management plan for each time period can be formulated based on the user's health management goal information. Here, the collected big data on health management can be used to train an artificial intelligence model, and the trained artificial intelligence model can formulate a health management plan for each time period based on the user's health management goal information, such as daily food calorie intake and / or daily exercise calorie expenditure, so that the user can achieve the desired weight loss within the planned time period.

[0024] In step S2', the health management plan for each time period can be adjusted based on the user's physiological state information, and inquiries about the health management plan for each time period can be sent to vehicle 1. Here, the user's weight changes can be monitored, as well as real-time changes in heart rate and blood pressure, thereby determining a daily health management plan suitable for the user's current physiological state, such as a daily food intake of 1500 calories or a daily intake of 100g of meat and 200g of vegetables, and a daily exercise expenditure of 500 calories. To obtain the user's feedback on the determined daily health management plan, inquiries about the determined daily health management plan can be sent to vehicle 1 via cloud communication unit 21.

[0025] After vehicle 1 receives the inquiry information, the vehicle control unit 14 can continue to execute step S2. In step S2, in response to the inquiry information received from the cloud server 2, the inquiry information can be output to the user, the user's response information regarding the inquiry information can be obtained, and the response information can be uploaded to the cloud server 2. For example, the inquiry information about the daily health management plan can be output to the user through the central control display screen and / or the vehicle voice system to request the user's confirmation or modification instructions regarding the daily health management plan. The user can input the corresponding confirmation or modification instructions as the response information by operating the central control display screen and / or through voice interaction with the vehicle voice system, such as confirming the health management plan for the day, and modifying the daily food intake calories and / or exercise calories according to actual needs. The response information can be uploaded to the cloud server 2 through the vehicle communication unit 11.

[0026] After receiving the response information, the cloud control unit 22 can execute step S3'. In step S3', in response to the response information received from vehicle 1 regarding the inquiry information, the user's diet plan and / or exercise plan can be planned based on the response information and the health management plan for each time period, and the planned diet plan and / or exercise plan can be sent to vehicle 1. Here, the daily diet plan can be detailed based on the user's confirmed daily calorie intake, and the diet plan can include one or more of the following information: restaurant information for each meal, recipe information for each meal, and food shopping list information, etc. The daily exercise plan can also be detailed based on the user's confirmed daily calorie expenditure, and the exercise plan can include one or more of the following information: exercise type information (e.g., running, yoga, etc.), exercise time information (e.g., exercising for 1 hour at 6 pm), and exercise location information (e.g., gymnasium, park track, living room, etc.). The planned diet plan and / or exercise plan is sent to vehicle 1 through cloud communication unit 21.

[0027] After vehicle 1 receives the diet plan and / or exercise plan, the vehicle control unit 14 executes step S3. In step S3, in response to the diet plan and / or exercise plan received from the cloud server 2, a navigation route for vehicle 1 can be planned based at least on the diet plan and / or exercise plan. Here, the diet plan and / or exercise plan is deeply integrated with the user's daily schedule, thereby personalizing a healthy and efficient travel plan for the user. Specifically, a navigation route can be planned based on the exercise plan for the vehicle to the corresponding exercise location at the corresponding exercise time, such as planning a navigation route to the user's frequently visited stadium or park parking lot at 6 pm; a navigation route can also be planned based on the restaurant information for each meal, such as a navigation route to the user's frequently visited restaurant at dinner time; a navigation route can also be planned based on the food shopping list information for the vehicle to the corresponding shopping location at the corresponding shopping time and / or to order the corresponding food, such as a shopping route to the user's frequently visited supermarket on weekends, or ordering the food on the food shopping list through the in-vehicle food delivery application when the user gets off work late.

[0028] According to this application, a personalized diet plan and / or exercise plan can be customized based on the user's health management goals and physiological status information, and the diet plan and / or exercise plan can be deeply integrated with the user's daily schedule. This not only provides users with efficient travel solutions and enhances their driving experience, but also breaks the boundaries of traditional health services by providing users with intelligent diet intervention and / or intelligent exercise intervention health services through customized navigation routes.

[0029] Figure 4 A flowchart illustrating a method for vehicle-side control of personalized health management according to another exemplary embodiment of this application is shown. The following only describes the... Figure 2 The differences between the embodiments shown are omitted for brevity, and the same steps will not be repeated.

[0030] like Figure 4As shown, the vehicle-side control method for personalized health management may further include step S4. In step S4, the diet plan and / or exercise plan are sent to the user's terminal device 3, wherein the terminal device 3 includes, for example, a smartphone, wearable device, and / or smart home appliance. For example, the recipe information for each meal can be sent to the user's smartphone, allowing the user to view the recipe information for each meal and prepare or order meals based on that information. As another example, if the exercise plan for the day is to do yoga at home at 6 PM, the exercise plan content can be sent to a smart home appliance—such as a smart TV and / or a smart speaker—so that the smart speaker can start playing yoga music and instructional audio at 6 PM, and / or the smart TV can start playing yoga instructional videos at 6 PM.

[0031] According to the above embodiments of this application, the intelligent cockpit system establishes a deep connection with the user's terminal device, and collaborates with the terminal device to provide the user with health services such as intelligent dietary intervention and / or intelligent exercise intervention in various application scenarios, thereby further improving the efficiency of health management.

[0032] Figure 5 A flowchart illustrating a method for vehicle-side control of personalized health management according to another exemplary embodiment of this application is shown. The following only describes the... Figure 4 The differences between the embodiments shown are omitted for brevity, and the same steps will not be repeated.

[0033] like Figure 5As shown, the vehicle-side control method for personalized health management may further include step S5. In step S5, in response to physiological state monitoring data and / or food monitoring data received from the user's terminal device 3, the diet plan and / or exercise plan can be adjusted based on the physiological state monitoring data and / or food monitoring data. For example, a smart refrigerator can send collected information about the food stored in the refrigerator to vehicle 1. Vehicle 1 can automatically adjust the food shopping list information based on the stored food information. For instance, if the health management plan requires a daily intake of 100g of meat and 200g of vegetables, and the refrigerator already stores 200g of meat and 200g of vegetables, then the food shopping list for the next few days can be reduced by 200g of meat and 200g of vegetables. As another example, a smartphone can send the user's food purchase record information to vehicle 1. Vehicle 1 can automatically adjust the food shopping list information based on the food purchase record information. For instance, if the health management plan requires a daily intake of 100g of meat and 200g of vegetables, and the user purchased 300g of meat and 600g of vegetables today, then the food shopping list for the next three days does not need to include meat and vegetables. For example, during a user's exercise, a smart wearable device can monitor the user's heart rate, and / or blood pressure, and / or number of steps, and send the user's heart rate and / or blood pressure information to vehicle 1. Vehicle 1 can adjust the daily exercise plan based on the user's heart rate, and / or blood pressure, and / or number of steps. For example, if it is determined that the user has been physically fatigued recently based on the user's heart rate and / or blood pressure information, the exercise duration for the next few days can be reduced; if it is determined that the user's exercise volume has been insufficient recently based on the user's number of steps, the exercise duration for the next few days can be increased, and so on.

[0034] According to the above embodiments of this application, the intelligent cockpit system collects monitoring information from users during the execution of diet and / or exercise plans using user terminal devices, and then adjusts the diet and / or exercise plan content in a timely manner to provide users with a comprehensive intelligent health management solution.

[0035] In addition, it should be noted that the step numbers described herein do not necessarily represent the order of steps, but are merely a reference numeral. The order may be changed depending on the specific circumstances, as long as the technical objective of this application can be achieved.

[0036] It should be understood that the terms “first,” “second,” “third,” etc., used in this document are for descriptive purposes only and should not be construed as indicating or implying relative importance, nor should they be construed as implicitly specifying the number of technical features indicated.

[0037] If an embodiment includes an "and / or" association between a first feature and a second feature, it should be interpreted as follows: according to one implementation, the embodiment has not only the first feature but also the second feature; according to another implementation, the embodiment has either only the first feature or only the second feature.

[0038] Although specific embodiments have been described above, these embodiments are not intended to limit the scope of this application, even when only a single embodiment is described with respect to a particular feature. The feature examples provided in this application are intended for illustrative purposes and not for limitation, unless otherwise stated. In practice, multiple features may be combined with each other as needed and where technically feasible. Various substitutions, modifications, and alterations are also conceived without departing from the spirit and scope of this application.

Claims

1. A cloud-based control method for personalized health management, the method comprising: In response to the user's health management target information and physiological status information received from the vehicle (1), a health management plan for each time period is formulated based on the user's health management target information; Adjust the health management plan for each time period based on the user's physiological status information, and send inquiry information about the health management plan for each time period to the vehicle (1); In response to the query information received from the vehicle (1), the system plans the user's diet plan and / or exercise plan based on the response information and the health management plan for each time period, and sends the planned diet plan and / or exercise plan to the vehicle (1).

2. The method according to claim 1, wherein, The diet plan includes one or more of the following information: restaurant information for each meal, recipe information for each meal, and food shopping list information; and / or The exercise plan includes one or more of the following information: exercise type information, exercise time information, and exercise location information; and / or The physiological status information includes one or more of the following: the user's weight information, height information, heart rate information, and blood pressure information.

3. A cloud server (2), the cloud server (2) comprising the following components: A cloud communication unit (21) is configured to interact with the vehicle (1) for information exchange; A cloud control unit (22) is configured to perform the method according to any one of the preceding claims.

4. A method for vehicle-side control for personalized health management, the method comprising: Obtain the health management target information input by the user, monitor the user's physiological state information, and upload the health management target information and the physiological state information to the cloud server (2) according to the claim; In response to the query information received from the cloud server (2), the query information is output to the user, the user's response information to the query information is obtained, and the response information is uploaded to the cloud server (2); In response to the diet plan content and / or exercise plan content received from the cloud server (2), a navigation route for the vehicle is planned based on the diet plan content and / or exercise plan content.

5. The method according to claim 4, wherein, Based on the aforementioned exercise plan, a navigation route for the vehicle is planned from the corresponding exercise time to the corresponding exercise location; and / or Based on the restaurant information for each meal, the system plans the navigation route from the vehicle to the corresponding restaurant during the corresponding meal time. and / or Based on the food shopping list information, plan the vehicle's navigation route to the corresponding shopping location at the corresponding shopping time and / or place orders for the corresponding food.

6. The method according to claim 4 or 5, wherein, The method further includes: The diet plan and / or exercise plan are sent to the user's terminal device (3), wherein the terminal device (3) includes, for example, a smartphone, a wearable device, and / or a smart home appliance, wherein the smart home appliance includes, for example, a smart TV, a smart speaker, and / or a smart refrigerator.

7. The method according to any one of claims 4 to 6, wherein, The method further includes: In response to physiological state monitoring data and / or food monitoring data received from the user's terminal device (3), the diet plan content and / or exercise plan content are adjusted based on the physiological state monitoring data and / or food monitoring data.

8. An intelligent cockpit system (10), the intelligent cockpit system (10) comprising the following components: The vehicle-mounted communication unit (11) is configured to perform information interaction with the cloud server (2) according to claim 3; Human-computer interaction unit (12) is configured to interact with the user; Physiological monitoring unit (13), which is configured to monitor the user's physiological state information; The vehicle control unit (14) is used to perform the method according to any one of claims 4 to 7.

9. A vehicle (1) comprising the intelligent cockpit system (10) according to claim 8.

10. A computer program product, such as a computer-readable program carrier, comprising or storing computer program instructions that, when executed by a processor, at least assist in implementing the steps of the method according to any one of claims 1, 2, and 4 to 7.