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Sleep massage method and system based on cloud data

A technology of cloud data and sleep, applied in the field of sleep massage method and system based on cloud data, can solve problems such as body aches and poor sleep quality

Inactive Publication Date: 2018-12-07
CHONGQING UNIVERSITY OF SCIENCE AND TECHNOLOGY
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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 cloud data to solve the problem of user sleep caused by the lack of muscle relaxation and rest in the process of overwork and the inability to control the optimal sleep plan. The problem of poor quality or body pain after waking up allows users to know their sleep status anytime and anywhere, creating a better living environment for users

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  • Sleep massage method and system based on cloud data
  • Sleep massage method and system based on cloud data
  • Sleep massage method and system based on cloud data

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Embodiment Construction

[0054] 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;

[0055] 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;

[0056] 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 sleep massage method and system based on cloud data, which enables a user to know the sleeping state thereof at any time and any place and creates a better living environmentfor the user. The sleep massage method comprises the steps of S1, collecting body indexes of the user, a massage mode, the massage strength and a current image of the user to form an influencing factor matrix X, and uploading the influencing factor matrix X, wherein the massage mode and the massage strength form decision-making variables; S2, establishing a complex non-linear relation between theinfluencing factor matrix X and a user sleep comfort index by using an Elman neural network, and obtaining a user sleep massage model; S3, optimizing the user sleep massage model to obtain a set of optimal solutions of the decision-making variables; S4, enabling the set of optimal solutions of the decision-making variables to serve as a recommended decision X' of the user, and sending the recommended decision X' to terminal equipment of the user to display; and S5, providing massage for the user by the terminal equipment according to the displayed recommended decision 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 cloud data. 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 is t...

Claims

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Application Information

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IPC IPC(8): G16H20/30G16H50/50
CPCG16H20/30G16H50/50
Inventor 彭团结李太福唐波张昆涛
Owner CHONGQING UNIVERSITY OF SCIENCE AND TECHNOLOGY
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