Baby sleep restlessness monitoring method based on multi-source information interfusion and detection system

A multi-source information fusion, infant technology, applied in the field of infant sleep agitation monitoring model, to achieve the effect of promoting healthy growth, preventing colds, and reducing family burden

Inactive Publication Date: 2009-10-28
CHONGQING UNIVERSITY OF SCIENCE AND TECHNOLOGY
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] At present, there is no device and method that uses the temperature and humidity values ​​of the baby during sleep to scientifically reflect the restlessness of the baby during sleep, so as to detect the sleep quality of the baby

Method used

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  • Baby sleep restlessness monitoring method based on multi-source information interfusion and detection system
  • Baby sleep restlessness monitoring method based on multi-source information interfusion and detection system
  • Baby sleep restlessness monitoring method based on multi-source information interfusion and detection system

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Embodiment Construction

[0025] In the following, the technical solution of the present invention will be further described in detail according to the accompanying drawings and specific embodiments.

[0026] The baby sleep agitation monitoring method based on multi-source information fusion disclosed by the present invention specifically includes the following steps:

[0027] (1) Determine the input and output variables

[0028] According to life experience and analysis, the process of sleep agitation caused by covering the quilt too thick is: first, the temperature around the human body environment and in the quilt gradually rises. As the temperature around the human body rises, the physiological system often lowers the body temperature by sweating , Sweat evaporates on the skin surface, and the humidity in the quilt also increases accordingly. In this way, the temperature and humidity in the quilt are very high, and the sleeper immediately becomes restless and starts to toss and turn.

[0029] In a...

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PUM

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Abstract

The invention provides a baby sleep restlessness monitoring method based on multi-source information interfusion and detection system. The four-step time sequence of the sleeping baby body temperature, humidity is used as output and the artificial intelligence is used for reference, and the success experience of the housewife for monitoring the sleep of the baby is effectively simulated and the baby sleep restlessness biology signal is quantized as output, and a training sample data is obtained by the simulation experiment, two layers of forward direction artificial neural network technique are selected to perform the information interfusion and then a neural network model is obtained by the sample training, therefore the sleep restlessness degree is monitored by intelligently calculating the baby body temperature and humidity. The monitoring method effectively simulates the success experience of the housewife for monitoring the sleep of the baby and reliably monitors the baby sleep restlessness degree at the real time.

Description

technical field [0001] The invention belongs to the technical field of biological information processing and analysis, and in particular relates to a baby restlessness monitoring method, a baby sleep restlessness monitoring modeling, and a neural network-based baby sleep restlessness monitoring model. Background technique [0002] Babies have no language skills, and parents don't know how they feel, especially when they are sleeping, they will make a series of reactions (such as shivering, kicking the quilt, etc.) for various reasons (such as cold, heat, hunger, etc.). At the same time, their body temperature and perspiration changes. In the present invention, restlessness caused by rising temperature and humidity is referred to as restlessness. When a child sleeps restlessly, he tosses and turns, may kick off the quilt, and finally sleeps naked and causes problems such as catching a cold and catching a cold. If parents cannot perceive the baby's temperature and temperature...

Claims

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Application Information

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IPC IPC(8): A61B5/16A61B19/00A61B90/00
CPCA61B2503/06
Inventor 徐晶屈鹏飞余伟刘伟赵凤刚李太福
Owner CHONGQING UNIVERSITY OF SCIENCE AND TECHNOLOGY
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