Data analysis-based sleep massage method and system

A technology of data analysis and sleep, applied in physical therapy or behavior, can solve problems such as body aches, inability to control, poor sleep quality, etc., and achieve the effect of a good living environment

Inactive Publication Date: 2019-01-08
CHONGQING UNIVERSITY OF SCIENCE AND TECHNOLOGY
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AI Technical Summary

Problems solved by technology

[0004] The purpose of the present invention is to overcome the deficiencies of the prior art and provide a sleep massage method and system based on the big data analysis of the Internet of Things to solve the problems caused by the lack of muscle relaxation and res

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  • Data analysis-based sleep massage method and system
  • Data analysis-based sleep massage method and system
  • Data analysis-based sleep massage method and system

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Embodiment Construction

[0049] Such as figure 1 Shown is the flow of the sleep massage method based on the big data analysis of the Internet of Things according to the embodiment of the present invention, including;

[0050] Step S1: Collect the user's gender, age, heart rate, blood pressure, body temperature, activity level, massage mode, massage intensity, current image, and current body weight to form an influencing factor matrix X, and upload it to the server; among them, the massage mode and massage intensity constitute Decision variables;

[0051] Through statistics, the variables that have the greatest impact on the user's sleep comfort level y1 are the user's age x1, heart rate x2, blood pressure x3, activity level x4, body temperature x5, current image x6, gender x7, current weight x8, massage mode x9, massage intensity x10, a total of 10 variables; Among them, heart rate x2, blood pressure x3, activity x4, body temperature x5 are measured by corresponding sensors; current image x6 is colle...

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Abstract

The invention discloses a data analysis-based sleep massage method and system. With the method and system adopted, a user can know his or her sleep condition anytime and anywhere, and a better livingenvironment can be created for the user. The method includes the following steps that: S1, the body indexes of the user, massage modes, massage forces and the current image of the user are acquired toconstitute an influence factor matrix X, and the influence factor matrix X is uploaded, wherein the massage modes and the massage forces constitute decision variables; S2, an Elman neural network isadopted to establish a complex nonlinear relationship between the influence factor matrix X and the sleep comfort indexes of the user, and a user sleep massage model is obtained; S3, the user sleep massage model is optimized, so that a set of optimal solutions of the decision variables is obtained; S4, the optimal solutions of the decision variables are used as recommended decisions X' for the user, and the recommended decisions X' are issued to the terminal device of the user through a server, so that the terminal device displays the recommended decisions X'; and S5, the terminal device provides the user with massage according to the displayed recommended decisions X'.

Description

technical field [0001] The invention relates to the field of user intelligent sleep massage, in particular to a sleep massage method and system based on data analysis. Background technique [0002] With the rapid development of the national economy, adults aged 20-45 have become a high-risk group for problems such as insomnia and cervical spondylosis due to the pressure of life and work. How to sleep well and protect the cervical spine? It has become the most concerned issue for adults' sleep quality. People spend one-third of their time in sleep, sleep quality, cervical sleep comfort and sleep comfort are closely related. However, if we only use personal experience that lacks scientific basis for sleep massage, its unreasonable massage plan may prevent the cervical spine and muscles from being well relaxed, fail to achieve our expected goals, and indirectly cause a lot of energy loss and waste of money. [0003] At present, the problem that needs to be solved urgently i...

Claims

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Application Information

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IPC IPC(8): G16H20/30
CPCG16H20/30
Inventor 彭团结李太福唐波张昆涛
Owner CHONGQING UNIVERSITY OF SCIENCE AND TECHNOLOGY
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