Self-adaptive AI massage system

Abstract

The invention discloses a self-adaptive AI massage system, which relates to the technical field of massage seats and comprises a body information detection system, an information data processing system, a control execution system, a wireless control module and a power supply control module. The body information detection system, the information data processing system and the control execution system serve as system main bodies and are used for detecting the body information of the user, processing and analyzing the detected information and executing massage operation, and therefore the massage effect is achieved through the integrated sensing and detection technology and the data analysis and processing technology. Real-time monitoring and analysis of the physical condition of the user are achieved, massage strategies and parameters are adjusted according to adaptability, personalized and self-adaptive massage modes are provided for different users, differential requirements of different users can be met, the best massage effect on the user is achieved, more comfortable massage experience is provided for the user, and the user experience is improved. Important practical significance and wide market prospects are realized.

Description

Technical Field

[0001] The present invention relates to the technical field of vehicle massage seats, and in particular to an adaptive AI massage system. Background Art

[0002] With the accelerated pace of life and the increase of work pressure, people's demand for health and comfort is increasing. Massage, as a traditional way to relax the body and mind, has been widely recognized. With the development of vehicle technology, people have put forward higher requirements on the power, economy, safety, maneuverability and comfort of vehicles. In recent years, in order to improve vehicle comfort and thus improve marketability, vehicle manufacturers have provided a seat massage function interface through the audio video navigation and telematics (AVNT) system in the vehicle, allowing users to turn on or off the massage function of the massage seat. The vehicle massage seat is a car seat with integrated massage function, designed to provide additional comfort and relaxation experience for drivers and passengers.

[0003] In the prior art, for mass-produced vehicle massage seats, the massage mode of the massage system is fixed, and the user can only be massaged according to a fixed program or mode. However, since each user has different body shape, weight, and sitting posture, the requirements for the installation scheme of the vehicle massage seat are also different. If a fixed program or mode is used to massage the user, it often lacks personalization and adaptability, and cannot meet the differentiated needs of different users, and may even cause certain physical discomfort to the user, and cannot bring a good massage experience to different users, and is not conducive to wide promotion and application. Therefore, the present invention proposes an adaptive AI massage system to solve the problems existing in the prior art. Summary of the invention

[0004] In view of the above problems, the purpose of the present invention is to propose an adaptive AI massage system to solve the problem that the massage system of the existing vehicle massage seat is not convenient for providing personalized and adaptive massage modes for different users, has a low degree of intelligence, cannot meet the differentiated needs of different users, and cannot provide different users with a good massage experience.

[0005] In order to achieve the purpose of the present invention, the present invention is implemented by the following technical solutions: an adaptive AI massage system, comprising a body information detection system, an information data processing system, a control execution system, a wireless control module and a power supply control module, wherein the body information detection system comprises a sensor detection module for collecting user body information, an image acquisition module for collecting user image information and an information sending module for sending the collected information to the information data processing system;

[0006] The information data processing system includes a data processing and analysis module for analyzing and processing the data detected by the body information detection system, a program database for storing standard massage programs, and a massage program formulation module for outputting the best massage strategy, and the data processing and analysis module is wirelessly connected to the information sending module;

[0007] The control execution system includes a massage execution module for executing the actual massage action and an AI control module for adjusting and controlling the massage execution module, wherein the AI ​​control module includes a massage strategy reading unit for reading the best massage strategy output by the massage program formulation module, a seat posture control unit for adjusting the massage seat posture, and a massage control unit for adjusting massage parameters;

[0008] The wireless control module is wirelessly connected to the control execution system and provides a wireless control function, and the power supply control module supplies power to the body information detection system, the information data processing system and the control execution system.

[0009] A further improvement is that the sensor detection module includes a body shape detection unit for detecting the user's body shape, a heart rate and breathing detection unit for detecting the user's heart rate and breathing pattern, a blood oxygen saturation detection unit for detecting the user's blood oxygen saturation, a muscle tension detection unit for detecting the user's muscle tension and a motion sensor for detecting the user's movement posture, and the image acquisition module is a camera unit for capturing the user's facial expressions and body postures.

[0010] A further improvement is that the information sending module includes a data sorting unit for classifying and organizing the collected information and a data sending unit for sending the classified data to the data processing and analysis module. The data sorting unit uses a decision tree classification algorithm to classify and organize the collected information, and the data sending unit uses frequency separation technology to transmit and send the classified data.

[0011] Further improvements are: the data processing and analysis module includes an information data processing unit for processing and analyzing user body information, an image data processing unit for processing and analyzing user image information, and a data identification and analysis module for identifying the user's physical condition based on the information processing and analysis results. The information data processing unit uses a deep learning algorithm to deeply mine and analyze the user's body information, and the image data processing unit uses image processing technology to identify and analyze the user's facial expressions and body postures.

[0012] A further improvement is that: the plan database pre-stores standard massage plans corresponding to different physical conditions, and the massage plan formulation module includes a data matching module for matching massage plans from the plan database, a data extraction module for extracting massage plans from the plan database, and a plan output module for generating an optimal massage strategy.

[0013] Further improvements are: the seat posture control unit adjusts the height and inclination of the massage seat according to the optimal massage strategy read by the massage strategy reading unit, and the massage control unit adjusts the massage intensity and massage area of ​​the massage execution module according to the optimal massage strategy read by the massage strategy reading unit.

[0014] A further improvement is that the massage execution module includes a first massage unit, a second massage unit and a third massage unit which provide different massage methods for the user, the first massage unit provides massage for the user in the form of air pressure massage, the second massage unit provides massage for the user in the form of roller massage, and the third massage unit provides massage for the user in the form of vibration massage.

[0015] A further improvement is that the wireless control module includes an intelligent voice control unit for voice control of the control execution system and an intelligent device control unit for remote control of the control execution system, the intelligent device control unit includes a smart phone and a tablet computer, and both the smart phone and the tablet computer are installed with an APP adapted to the control execution system.

[0016] A further improvement is that the power supply control module includes an on-board power supply connection unit for connecting to a vehicle power supply, a backup power supply for providing emergency power supply, a backup power supply connection unit for connecting to a backup power supply, and a power switching unit for switching the power connection mode, and the backup power supply is a rechargeable battery built into the massage seat.

[0017] The beneficial effects of the present invention are as follows: the present invention uses a body information detection system, an information data processing system and a control execution system as the system main body, which are respectively used to detect the user's body information, process and analyze the detected information, and perform massage operations, thereby realizing real-time monitoring and analysis of the user's physical condition through integrated sensing and detection technology, data analysis and processing technology, and adaptively adjusting massage strategies and parameters accordingly, providing personalized and adaptive massage modes for different users, meeting the differentiated needs of different users, so as to achieve the best massage effect for the user, and providing the user with a more comfortable massage experience, which has important practical significance and broad market prospects. BRIEF DESCRIPTION OF THE DRAWINGS

[0018] In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings required for use in the embodiments or the description of the prior art will be briefly introduced below. Obviously, the drawings described below are only some embodiments of the present invention. For ordinary technicians in this field, other drawings can be obtained based on these drawings without paying creative work.

[0019] Figure 1 It is a structural schematic diagram of the adaptive AI massage system of the present invention. DETAILED DESCRIPTION

[0020] The following will be combined with the drawings in the embodiments of the present invention to clearly and completely describe the technical solutions in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments 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.

[0021] See also Figure 1 This embodiment provides an adaptive AI massage system, including a body information detection system for detecting user body information, an information data processing system for processing and analyzing the detected information, a control execution system for performing massage operations, a wireless control module for providing a remote control function, and a power supply control module for powering the system. The body information detection system is wirelessly connected to the control execution system through the information data processing system, the wireless control module is wirelessly connected to the control execution system and is used to remotely control the control execution system, and the power supply control module is used to provide power supply for various electrical devices in the adaptive AI massage system, wherein:

[0022] The body information detection system includes a sensor detection module, an image acquisition module and an information sending module. The sensor detection module is used to collect the user's body information, the image acquisition module is used to collect the user's image information, and the information sending module is used to send the collected information to the information data processing system, so as to obtain the user's information in real time, so as to further analyze and understand the user's massage needs later;

[0023] The information data processing system includes a data processing and analysis module, a program database and a massage program formulation module. The data processing and analysis module is used to analyze and process the data detected by the body information detection system. The program database is used to store standard massage programs. The massage program formulation module is used to output the best massage strategy. The data processing and analysis module is wirelessly connected to the information sending module and is used to receive various information detected by the body information detection system. By analyzing the various information detected, a personalized massage program is tailored for the user.

[0024] The control execution system includes a massage execution module and an AI control module. The massage execution module is used to execute actual massage movements, and the AI ​​control module is used to adjust and control the massage execution module. The AI ​​control module includes a massage strategy reading unit, a seat posture control unit and a massage control unit. The massage strategy reading unit is used to read the optimal massage strategy output by the massage plan formulation module, the seat posture control unit is used to adjust the massage seat posture, and the massage control unit is used to adjust the massage parameters.

[0025] The sensor detection module includes a body shape detection unit, a heart rate and breathing detection unit, a blood oxygen saturation detection unit, a muscle tension detection unit and a motion sensor. The body shape detection unit is used to detect the body shape of the user. Specifically, the infrared sensor emits infrared rays and receives the reflected signal. By analyzing the time difference and intensity of the reflected signal, the user's body size, including height and shoulder width, is estimated. The pressure distribution applied by the user when sitting on the massage chair is detected by the pressure sensor, thereby inferring the user's body shape characteristics. The heart rate and breathing detection unit is used to detect the user's heart rate and breathing pattern. Specifically, the user's heart rate is detected by a biopotential sensor, and the breathing pattern is inferred by analyzing the heart rate variability. The blood oxygen saturation detection unit is used to detect the user's blood oxygen saturation. Specifically, the user's blood oxygen saturation is measured by a blood oxygen sensor. The muscle tension detection unit is used to detect the user's muscle tension. Specifically, the strain sensor measures the deformation of the muscle when it is stretched or compressed, and then infers the muscle tension by analyzing the deformation. The motion sensor is used to capture and detect the user's action posture. The image acquisition module is a camera unit, which is used to capture images of the user's facial expressions and body postures.

[0026] The information sending module includes a data sorting unit and a data sending unit. The data sorting unit adopts a decision tree classification algorithm to classify and organize the collected information, so that the information can be easily analyzed and processed later, thereby improving the efficiency of information processing. The data sending unit adopts frequency separation technology to transmit and send the classified data, and transmits signals of different frequencies by allocating them to different frequency bands to avoid mutual interference between different signals.

[0027] The data processing and analysis module includes an information data processing unit, an image data processing unit and a data recognition and analysis module. The information data processing unit uses a deep learning algorithm to deeply mine and analyze the user's body information. The image data processing unit uses image processing technology to recognize and analyze the user's facial expressions and body postures. The data recognition and analysis module is used to identify the user's physical condition, including fatigue level and pain points, based on the above information processing and analysis results.

[0028] The solution database pre-stores standard massage solutions corresponding to different physical conditions. Different physical conditions correspond to different standard massage solutions. The massage solution formulation module includes a data matching module, a data extraction module and a solution output module. The data matching module compares the user's physical condition identified by the data identification and analysis module with the standard massage solutions stored in the solution database, and compares the massage solution that best matches the current physical condition. The data extraction module copies and extracts the compared massage solution from the solution database. The solution output module adopts a dynamic adjustment algorithm to dynamically adjust the extracted massage solution according to the real-time data obtained by the body information detection system, and continuously optimizes it according to user feedback to generate the best massage strategy to adapt to changes in the user's physical condition.

[0029] The seat posture control unit adjusts the height and inclination of the massage seat according to the optimal massage strategy read by the massage strategy reading unit, and the massage control unit adjusts the massage intensity and massage area of ​​the massage execution module according to the optimal massage strategy read by the massage strategy reading unit.

[0030] The massage execution module includes a first massage unit, a second massage unit and a third massage unit, which provide different massage methods for users respectively. The first massage unit provides massage for users in the form of air pressure massage, specifically by inflating and deflating the airbags in the massage seat, to provide a gentle and comfortable massage, which is suitable for relaxing the body and relieving fatigue. The second massage unit provides massage for users in the form of roller massage, specifically by using the roller on the back of the NAMO seat to massage the user, which can penetrate deep into the muscle tissue, relieve muscle tension and soreness, and is suitable for deep massage and relaxation. The third massage unit provides massage for users in the form of vibration massage, specifically by stimulating muscles through the high-frequency vibration of the vibrator, promoting blood circulation, and relieving muscle fatigue.

[0031] The wireless control module includes an intelligent voice control unit and an intelligent device control unit. The intelligent voice control unit is used to perform voice control on the control execution system. The intelligent device control unit is used to remotely control the control execution system. The intelligent device control unit includes a smart phone and a tablet computer. Both the smart phone and the tablet computer are installed with an APP compatible with the control execution system. The control execution system is remotely operated through the smart phone and the tablet computer.

[0032] The power supply control module includes an on-board power connection unit, a backup power supply, a backup power connection unit and a power switching unit. The on-board power connection unit is used to connect the power input terminal of the system to the on-board power supply. The backup power supply is a rechargeable battery built into the massage seat and is used to provide emergency power supply. The backup power connection unit is used to connect the power input terminal of the system to the backup power supply. The power switching unit is used to switch the power connection mode, so as to provide two different power supply sources for the system and increase power supply options.

[0033] When the adaptive AI massage system is actually used, the user lies on the massage chair, and first uses the sensor detection module in the body information detection system to detect and obtain the user's body information such as body shape, heart rate, breathing pattern, blood oxygen saturation, muscle tension and movement posture in real time. At the same time, the image acquisition module in the body information detection system is used to detect and obtain image information including the user's facial expression and the user's body posture in real time. Then, the information sending module is used to send the above-obtained body information and image information to the information data processing system. When the data processing and analysis module in the information data processing system receives the above-mentioned body information and image information, the information data processing unit and the image data processing unit are used to analyze and process the body information and image information respectively. Then, the data recognition and analysis module identifies the user's physical condition according to the analysis and processing results, including fatigue level and pain points, etc., and then uses the massage plan formulation module to extract the corresponding massage plan from the plan database, and uses the plan output module to output the best massage strategy. Then, the AI ​​control module in the control execution system is used to control the massage execution module to perform corresponding massage operations on the user according to the best massage strategy.

[0034] The above description is only a preferred embodiment of the present invention and is not intended to limit the present invention. Any modifications, equivalent substitutions, improvements, etc. made within the spirit and principle of the present invention should be included in the protection scope of the present invention.

Claims

1. An adaptive AI massage system, characterized in that: It includes a body information detection system, an information data processing system, a control execution system, a wireless control module and a power supply control module. The body information detection system includes a sensor detection module for collecting user body information, an image acquisition module for collecting user image information and an information sending module for sending the collected information to the information data processing system; The information data processing system includes a data processing and analysis module for analyzing and processing the data detected by the body information detection system, a program database for storing standard massage programs, and a massage program formulation module for outputting the best massage strategy, and the data processing and analysis module is wirelessly connected to the information sending module; The control execution system includes a massage execution module for executing the actual massage action and an AI control module for adjusting and controlling the massage execution module, wherein the AI ​​control module includes a massage strategy reading unit for reading the best massage strategy output by the massage program formulation module, a seat posture control unit for adjusting the massage seat posture, and a massage control unit for adjusting massage parameters; The wireless control module is wirelessly connected to the control execution system and provides a wireless control function, and the power supply control module supplies power to the body information detection system, the information data processing system and the control execution system.

2. The adaptive AI massage system according to claim 1, characterized in that: The sensor detection module includes a body shape detection unit for detecting the user's body shape, a heart rate and breathing detection unit for detecting the user's heart rate and breathing pattern, a blood oxygen saturation detection unit for detecting the user's blood oxygen saturation, a muscle tension detection unit for detecting the user's muscle tension and a motion sensor for detecting the user's movement posture. The image acquisition module is a camera unit for capturing the user's facial expression and body posture.

3. The adaptive AI massage system according to claim 1, characterized in that: The information sending module includes a data sorting unit for classifying and organizing the collected information and a data sending unit for sending the classified data to the data processing and analysis module. The data sorting unit uses a decision tree classification algorithm to classify and organize the collected information, and the data sending unit uses frequency separation technology to transmit and send the classified data.

4. The adaptive AI massage system according to claim 1, characterized in that: The data processing and analysis module includes an information data processing unit for processing and analyzing the user's body information, an image data processing unit for processing and analyzing the user's image information, and a data identification and analysis module for identifying the user's physical condition based on the information processing and analysis results. The information data processing unit uses a deep learning algorithm to deeply mine and analyze the user's body information, and the image data processing unit uses image processing technology to identify and analyze the user's facial expressions and body postures.

5. The adaptive AI massage system according to claim 1, characterized in that: The solution database pre-stores standard massage solutions corresponding to different physical conditions. The massage solution formulation module includes a data matching module for matching massage solutions from the solution database, a data extraction module for extracting massage solutions from the solution database, and a solution output module for generating an optimal massage strategy.

6. The adaptive AI massage system according to claim 1, characterized in that: The seat posture control unit adjusts the height and inclination of the massage seat according to the optimal massage strategy read by the massage strategy reading unit, and the massage control unit adjusts the massage intensity and massage area of ​​the massage execution module according to the optimal massage strategy read by the massage strategy reading unit.

7. The adaptive AI massage system according to claim 1, characterized in that: The massage execution module includes a first massage unit, a second massage unit and a third massage unit that provide different massage methods for users. The first massage unit provides massage for users in the form of air pressure massage, the second massage unit provides massage for users in the form of roller massage, and the third massage unit provides massage for users in the form of vibration massage.

8. The adaptive AI massage system according to claim 1, characterized in that: The wireless control module includes an intelligent voice control unit for voice control of the control execution system and an intelligent device control unit for remote control of the control execution system. The intelligent device control unit includes a smart phone and a tablet computer, and both the smart phone and the tablet computer are installed with an APP adapted to the control execution system.

9. The adaptive AI massage system according to claim 1, characterized in that: The power supply control module includes an on-board power supply connection unit for connecting to a vehicle power supply, a backup power supply for providing emergency power supply, a backup power supply connection unit for connecting to a backup power supply, and a power switching unit for switching the power connection mode. The backup power supply is a rechargeable battery built into the massage seat.

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