Breathing motion artifact cancellation in PPG-based heart rate sensing

Takunori Shimazaki, S. Hara
{"title":"Breathing motion artifact cancellation in PPG-based heart rate sensing","authors":"Takunori Shimazaki, S. Hara","doi":"10.1109/ISMICT.2015.7107528","DOIUrl":null,"url":null,"abstract":"We have developed a photoplethysmography (PPG)-based heart rate (HR) sensor [1], which is equipped with two sensors; one is a normal PPG sensor and the other is a motion artifact sensor. In the PPG-based HR sensor, applying an adaptive filter algorithm for the outputs from the two sensors, it can effectively cancel motion artifact induced by vigorous exercise. Breathing motion is also one of the main sources of artifact in PPG-based HR sensing. In this paper, we evaluate the cancellation performance of breathing motion artifact by the PPG-based HR sensor in experiments using five subjects.","PeriodicalId":6624,"journal":{"name":"2015 9th International Symposium on Medical Information and Communication Technology (ISMICT)","volume":"16 1","pages":"200-203"},"PeriodicalIF":0.0000,"publicationDate":"2015-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"9","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 9th International Symposium on Medical Information and Communication Technology (ISMICT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISMICT.2015.7107528","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 9

Abstract

We have developed a photoplethysmography (PPG)-based heart rate (HR) sensor [1], which is equipped with two sensors; one is a normal PPG sensor and the other is a motion artifact sensor. In the PPG-based HR sensor, applying an adaptive filter algorithm for the outputs from the two sensors, it can effectively cancel motion artifact induced by vigorous exercise. Breathing motion is also one of the main sources of artifact in PPG-based HR sensing. In this paper, we evaluate the cancellation performance of breathing motion artifact by the PPG-based HR sensor in experiments using five subjects.
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
基于ppg心率传感的呼吸运动伪影消除
我们开发了一种基于光电容积脉搏波(PPG)的心率(HR)传感器[1],它配备了两个传感器;一个是普通的PPG传感器,另一个是运动伪影传感器。在基于ppg的HR传感器中,对两个传感器的输出采用自适应滤波算法,可以有效地消除剧烈运动引起的运动伪影。在基于ppg的HR传感中,呼吸运动也是伪影的主要来源之一。在本文中,我们对基于ppg的HR传感器对呼吸运动伪影的抵消性能进行了评价。
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
Empirical Analysis of Filter Feature Selection Criteria on Financial Datasets Incremental Boundary Refinement using Self Axial Reverse Attention and Uncertainty-aware Gate for Colon Polyp Segmentation Improving Khmer-Vietnamese Machine Translation with Data Augmentation methods Optimizing energy generation in short-term hydro unit commitment using efficiency points ml-Codesmell: A code smell prediction dataset for machine learning approaches
×
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