An accurate and robust algorithm for detection of heart and respiration rates using an impulse based UWB signal

M. Baboli, A. Sharafi, A. Ahmadian, M. Nambakhsh
{"title":"An accurate and robust algorithm for detection of heart and respiration rates using an impulse based UWB signal","authors":"M. Baboli, A. Sharafi, A. Ahmadian, M. Nambakhsh","doi":"10.1109/ICBPE.2009.5384092","DOIUrl":null,"url":null,"abstract":"The purpose of this paper is to introduce an accurate algorithm to detect respiration rate and heart beat using an Ultra-Wideband (UWB) signal. One important issue to consider for obtaining precise results is the right selection of measurement parameters in UWB system. In this work the impact of these parameters in detecting respiration rate and heart beat are studied and the best values are suggested. The experiments are done using a UWB transceiver with 3.2GHz of bandwidth in a busy environment without any wave absorbent. The results of the experiments prove an accuracy of 98 % and 90% for detecting of respiration rate and heart beats, respectively. The robustness of the algorithm to environmental noise due to scattering effect is also studied by performing different experiments in two situations.","PeriodicalId":384086,"journal":{"name":"2009 International Conference on Biomedical and Pharmaceutical Engineering","volume":"2014 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2009-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"24","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2009 International Conference on Biomedical and Pharmaceutical Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICBPE.2009.5384092","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 24

Abstract

The purpose of this paper is to introduce an accurate algorithm to detect respiration rate and heart beat using an Ultra-Wideband (UWB) signal. One important issue to consider for obtaining precise results is the right selection of measurement parameters in UWB system. In this work the impact of these parameters in detecting respiration rate and heart beat are studied and the best values are suggested. The experiments are done using a UWB transceiver with 3.2GHz of bandwidth in a busy environment without any wave absorbent. The results of the experiments prove an accuracy of 98 % and 90% for detecting of respiration rate and heart beats, respectively. The robustness of the algorithm to environmental noise due to scattering effect is also studied by performing different experiments in two situations.
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
一个准确和鲁棒的算法检测心脏和呼吸率使用脉冲基于超宽带信号
本文的目的是介绍一种利用超宽带(UWB)信号检测呼吸速率和心跳的精确算法。在超宽带系统中,正确选择测量参数是获得精确测量结果需要考虑的一个重要问题。在这项工作中,研究了这些参数对检测呼吸速率和心跳的影响,并提出了最佳值。实验采用带宽为3.2GHz的超宽带收发器,在无任何吸波剂的繁忙环境下进行。实验结果表明,检测呼吸频率和心跳的准确率分别为98%和90%。通过两种情况下的不同实验,研究了该算法对环境噪声的鲁棒性。
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
Noise reduction in DEXA image based on system noise modeling Feature selection and classification for Wireless Capsule Endoscopic frames The unique gene expression profile of the anti-tumour agent, cisplatin, compared with its clinically ineffective isomer, transplatin Genome-Wide Association study for glaucoma A surgical training simulator for temporal bone anatomy education
×
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:604180095
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