Wearable Continuous Body Temperature Measurement Using Multiple Artificial Neural Networks

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	Wearable Continuous Body Temperature Measurement Using Multiple Artificial Neural Networks
	Song CH(宋纯贺); Zhao H(赵海); Yu HB(于海斌); Zeng P(曾鹏); Wang ZF(王忠锋)
刊名	IEEE Transactions on Industrial Informatics
	2018
页码	1-12
关键词	wearable computing continue body temperature measurement non-invasive Artificial Neural Network
ISSN号	1551-3203
通讯作者	Song CH(宋纯贺)
产权排序	1
中文摘要	Continuous body temperature measurement (CBTM) is of great significance for human health state monitoring. To avoid interfering with users daily activities, CBTM is usually achieved using wearable non-invasive thermometers. Current wearable non-invasive thermometers employ steady-state models used in non-wearable thermometers, as a result, the reaction time is long and the measurement can be disturbed by users activities. However, there is no work to solve these issues. In this paper, first, differences between wearable and non-wearable temperature measurement are analyzed. Second, the relationship among the human body temperature, the skin temperature and the device temperature is modeled based on Artificial Neural Networks (ANNs). Third, this paper proposes a novel multiple ANNs based wearable CBTM method. Experiments show that, the reaction time of the proposed method is about 1/10 of that of other popular wearable non-invasive CBTM methods, meanwhile the accuracy and the robustness are improved.
收录类别	EI
语种	英语
内容类型	期刊论文
源URL	[http://ir.sia.cn/handle/173321/21525]
专题	沈阳自动化研究所_工业控制网络与系统研究室
作者单位	1.Northeastern University, 12434 Shenyang China 110004 2.Laboratory of Industrial Control Network and System, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, Liaoning China 110016
推荐引用方式 GB/T 7714	Song CH,Zhao H,Yu HB,et al. Wearable Continuous Body Temperature Measurement Using Multiple Artificial Neural Networks[J]. IEEE Transactions on Industrial Informatics,2018:1-12.
APA	Song CH,Zhao H,Yu HB,Zeng P,&Wang ZF.(2018).Wearable Continuous Body Temperature Measurement Using Multiple Artificial Neural Networks.IEEE Transactions on Industrial Informatics,1-12.
MLA	Song CH,et al."Wearable Continuous Body Temperature Measurement Using Multiple Artificial Neural Networks".IEEE Transactions on Industrial Informatics (2018):1-12.