Perception Analysis and Early Warning of Home-Based Care Health Information Based on the Internet of Things

doi:10.1155/2021/6634575

CQUET-IR

	Perception Analysis and Early Warning of Home-Based Care Health Information Based on the Internet of Things
	Mao, Yi 1; Zhang, Lei 2; Wu, Xin 1,3
	2021-02-15
发表期刊	COMPLEXITY
ISSN	1076-2787
EISSN	1099-0526
卷号	2021
摘要	Aiming at the problem of insufficient health monitoring of the elderly in the existing home care system, this paper designs a health information analysis and early warning system based on the Internet of Things (IoT) technology, which can monitor the physiological data of the elderly in real time. It also can be based on the elderly real-time monitoring data, physical examination data, and other types of health data, which can be used to predict diseases, so as to achieve early detection and early treatment of diseases. First, analyse and design the architecture and content of the home care monitoring system based on the Internet of Things. Secondly, based on the collected heart rate, blood pressure, and three-axis acceleration information of the elderly, it is analysed to determine whether the elderly are in danger of falling, and the designed system is used for early warning. Finally, this paper analyses the prediction algorithm theory of the disease prediction module in the health monitoring software of the home care system. In order to improve the accuracy of prediction, the DS evidence theory is used to optimize the traditional BP neural network (BPNN) algorithm and conduct experimental tests. The test results show that the health information analysis and early warning software of the home care system meet actual needs and achieve the expected goals.
关键词	Backpropagation Blood pressure Forecasting Information analysis Internet of things Monitoring Software testing BP neural networks D S evidence theory Early Warning System Health informations Internet of thing (IOT) Physiological data Prediction algorithms Real time monitoring
DOI	10.1155/2021/6634575
收录类别	SCIE ; EI
语种	英语
WOS研究方向	Mathematics ; Science & Technology - Other Topics
WOS类目	Mathematics, Interdisciplinary Applications ; Multidisciplinary Sciences
WOS记录号	WOS:000625331200003
出版者	WILEY-HINDAWI
EI入藏号	20211010027649
EI分类号	461.7 Health Care ; 461.9 Biology ; 723 Computer Software, Data Handling and Applications ; 903.1 Information Sources and Analysis
原始文献类型	Article ; Journal article (JA)
出版地	LONDON
引用统计	被引频次：1[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	https://ir.cqcet.edu.cn/handle/39TD4454/3554
专题	重庆电子科技职业大学
作者单位	1.Chongqing Coll Elect Engn, Sch Elect & Internet Things, Chongqing 401331, Peoples R China; 2.Chongqing Coll Elect Engn, Sch Smart Hlth, Chongqing 401331, Peoples R China; 3.Southwest Univ, Coll Engn & Technol, Chongqing 400715, Peoples R China
推荐引用方式 GB/T 7714	Mao, Yi,Zhang, Lei,Wu, Xin. Perception Analysis and Early Warning of Home-Based Care Health Information Based on the Internet of Things[J]. COMPLEXITY,2021,2021.
APA	Mao, Yi,Zhang, Lei,&Wu, Xin.(2021).Perception Analysis and Early Warning of Home-Based Care Health Information Based on the Internet of Things.COMPLEXITY,2021.
MLA	Mao, Yi,et al."Perception Analysis and Early Warning of Home-Based Care Health Information Based on the Internet of Things".COMPLEXITY 2021(2021).

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