Evaluation of an RF wearable device for non-invasive real-time hydration monitoring

Junchao Wang, Z. Zilic, Yutian Shu
{"title":"Evaluation of an RF wearable device for non-invasive real-time hydration monitoring","authors":"Junchao Wang, Z. Zilic, Yutian Shu","doi":"10.1109/BSN.2017.7936015","DOIUrl":null,"url":null,"abstract":"In this paper, we validate a novel wearable device for real time non-invasive hydration monitoring. An experiment was carried out on three sets of 12 subjects under various exercise intensities to identify how the received signal strength indicator (RSSI) captured with the device relates to the change in the body hydration, body water loss percentage (BWL%). A linear regression correlation R2 of 0.77 and a third degree polynomials correlation (R2=0.83) between ΔRSSI and BWL% is established based on the observation of the experiment, which implies that the hydration status can be quantized as body water loss by measuring ΔRSSI. Therefore, the technique and device is verified to be a potentially solid solution for wearable non-invasive real-time hydration monitoring device.","PeriodicalId":249670,"journal":{"name":"2017 IEEE 14th International Conference on Wearable and Implantable Body Sensor Networks (BSN)","volume":"49 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 IEEE 14th International Conference on Wearable and Implantable Body Sensor Networks (BSN)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/BSN.2017.7936015","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 7

Abstract

In this paper, we validate a novel wearable device for real time non-invasive hydration monitoring. An experiment was carried out on three sets of 12 subjects under various exercise intensities to identify how the received signal strength indicator (RSSI) captured with the device relates to the change in the body hydration, body water loss percentage (BWL%). A linear regression correlation R2 of 0.77 and a third degree polynomials correlation (R2=0.83) between ΔRSSI and BWL% is established based on the observation of the experiment, which implies that the hydration status can be quantized as body water loss by measuring ΔRSSI. Therefore, the technique and device is verified to be a potentially solid solution for wearable non-invasive real-time hydration monitoring device.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
一种用于无创实时水合监测的射频可穿戴设备的评估
在本文中,我们验证了一种用于实时无创水合监测的新型可穿戴设备。在不同运动强度下对3组12名受试者进行实验,以确定设备捕获的接收信号强度指标(RSSI)与身体水化、身体失水百分比(BWL%)变化的关系。通过实验观察,ΔRSSI与BWL%之间存在线性回归相关R2= 0.77,三次多项式相关R2=0.83,说明通过测量ΔRSSI可以将水化状态量化为身体水分流失。因此,该技术和设备被证明是一种潜在的可穿戴无创实时水合监测设备的固体解决方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Radiowave propagation characteristics of the intra-body channel at 2.38 GHz Smart-shoe self-powered by walking A personalized air quality sensing system - a preliminary study on assessing the air quality of London underground stations Unsupervised deep representation learning to remove motion artifacts in free-mode body sensor networks Quantifying postural instability in Parkinsonian gait from inertial sensor data during standardised clinical gait tests
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1