Wearable Continuous Body Temperature Measurement Using Multiple Artificial Neural Networks
文献类型：期刊论文
| 作者 | Song CH(宋纯贺); Zhao H(赵海); Yu HB(于海斌) ; Zeng P(曾鹏); Wang ZF(王忠锋)
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| 刊名 | IEEE Transactions on Industrial Informatics
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| 出版日期 | 2018 |
| 页码 | 1-12 |
| 关键词 | wearable computing continue body temperature measurement non-invasive Artificial Neural Network |
| ISSN号 | 1551-3203 |
| 产权排序 | 1 |
| 通讯作者 | Song CH(宋纯贺) |
| 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 |
| 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. |
入库方式： OAI收割
来源：沈阳自动化研究所
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