Photoplethysmogram (PPG) signal analysis and wavelet de-noising

Greeshma Joseph, Almaria Joseph, Geevarghese Titus, R. Thomas, D. Jose
{"title":"Photoplethysmogram (PPG) signal analysis and wavelet de-noising","authors":"Greeshma Joseph, Almaria Joseph, Geevarghese Titus, R. Thomas, D. Jose","doi":"10.1109/AICERA.2014.6908199","DOIUrl":null,"url":null,"abstract":"The use of optical sensors is nowadays very common in the area of non-invasive diagnosis. This is mainly because of their salient features like, simple construction, low cost, easy to use, relatively inexpensive nature etc. Photoplethysmography (PPG) sensor is one among the wide variety of optical sensors available, and is used to measure the blood volumetric changes occurring in the various parts of the body. PPG signal contains rich source of information related to cardio-pulmonary system. But the major problem associated with the signal is the motion artifacts, causing corruption in the original PPG signal. The aim of this study is to know in deep about the different parameters of PPG signal. Peak and transition points of the pulse signal are determined as a part of pulse wave analysis. Wavelet transform is now commonly used in a wide variety of signal processing applications. In this work wavelet de-noising is used for removing AWGN from the PPG signal. Various mother wavelets are studied and the performance of them are evaluated based on the cross correlation with the original signal.","PeriodicalId":425226,"journal":{"name":"2014 Annual International Conference on Emerging Research Areas: Magnetics, Machines and Drives (AICERA/iCMMD)","volume":"91 1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"64","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2014 Annual International Conference on Emerging Research Areas: Magnetics, Machines and Drives (AICERA/iCMMD)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/AICERA.2014.6908199","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 64

Abstract

The use of optical sensors is nowadays very common in the area of non-invasive diagnosis. This is mainly because of their salient features like, simple construction, low cost, easy to use, relatively inexpensive nature etc. Photoplethysmography (PPG) sensor is one among the wide variety of optical sensors available, and is used to measure the blood volumetric changes occurring in the various parts of the body. PPG signal contains rich source of information related to cardio-pulmonary system. But the major problem associated with the signal is the motion artifacts, causing corruption in the original PPG signal. The aim of this study is to know in deep about the different parameters of PPG signal. Peak and transition points of the pulse signal are determined as a part of pulse wave analysis. Wavelet transform is now commonly used in a wide variety of signal processing applications. In this work wavelet de-noising is used for removing AWGN from the PPG signal. Various mother wavelets are studied and the performance of them are evaluated based on the cross correlation with the original signal.
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
光容积图(PPG)信号分析及小波去噪
目前,光学传感器在非侵入性诊断领域的应用非常普遍。这主要是因为它们具有结构简单、成本低、使用方便、性质相对便宜等显著特点。光容积脉搏波(PPG)传感器是众多可用光学传感器中的一种,用于测量身体各部位发生的血容量变化。PPG信号含有丰富的心肺系统相关信息来源。但与信号相关的主要问题是运动伪影,导致原始PPG信号的损坏。本研究的目的是深入了解PPG信号的不同参数。作为脉冲波分析的一部分,确定了脉冲信号的峰值和过渡点。小波变换已广泛应用于各种信号处理领域。本文采用小波降噪方法去除PPG信号中的AWGN。研究了各种母小波,并根据与原始信号的相互关系评价了它们的性能。
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
An improved indirect vector controlled current source inverter fed induction motor drive with rotor resistance adaptation Reconstruction of cloud contaminated information in optical satellite images Comparison of capacitor voltage balancing techniques in multilevel inverters Step modulated multilevel inverter incorporated upon ANFIS based intelligent PV MPPT Sub- 0.18μm low leakage and high performance dynamic logic wide fan-in gates
×
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