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Research On Sleep Quality Monitoring Technology Based On Android System

Posted on:2021-09-25Degree:MasterType:Thesis
Country:ChinaCandidate:M ZhangFull Text:PDF
GTID:2518306320499244Subject:Control Engineering
Abstract/Summary:PDF Full Text Request
As the pace of life accelerates,people are experiencing increasing pressure on their lives,which leads to adverse effects on sleep quality.As a result,research on sleep quality monitoring technology has gradually developed,and most of the problems faced by sleep monitoring equipment are currently faced.The main reason is that the device affects sleep and the algorithm is lack of precision.This topic focuses on the above two issues around the design and research of sleep quality monitoring system based on Android system.It studies the physiological characteristics of sleep,a special human activity,and designs a sleep quality monitoring system.It adopts hardware data acquisition and processing module and software terminal.The display platform is combined to monitor the sleep state,and the two physiological parameters of heart rate and body motion in the sleep state are mainly measured,and the obtained data is analyzed,processed and transmitted,so that the sleep information related data is displayed on the terminal.The research has certain practical value and social significance.In the research of the subject,using sensor monitoring technology,single-chip data processing technology,wireless network communication technology and mobile terminal development technology,based on Android platform,research and design based on Android system for sleep state monitoring and sleep quality judgment.This topic designs the overall structure of the sleep quality monitoring system,and introduces in detail the specific functions of the sub-modules from the sleep quality monitoring system hardware device to the mobile terminal software platform and the workflow of the entire monitoring system,and also describes the system.Also includes communication protocols and clustering algorithms,etc.The hardware part data acquisition uses piezoelectric film sensor,the data transmission adopts Wi-Fi combined with wit cloud communication protocol to realize transmission,the main control chip is STM32 single chip microcomputer,and the software display terminal is developed and tested under the Android Studio environment with Android system as the platform.The complete sleep quality monitoring system can be divided into:original signal monitoring,data analysis processing and transmission,and mobile terminal information display.The sleep quality monitoring system achieved the expected goal after testing and perfecting.At the same time,the research on sleep quality monitoring technology is in line with the development trend of the Internet of Things with intelligent,low-interference and efficient information transmission.Help people have a healthier and better sleep.
Keywords/Search Tags:Sleep quality, Piezoelectric film, Android, Internet of Things, K-means algorithm
PDF Full Text Request
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