利用WHT自适应滤波器去除残余电力线干扰

Bor-Shyh Lin, Bor-Shing Lin, Wan-Chi Lee, F. Chong, Yue-Der Lin
{"title":"利用WHT自适应滤波器去除残余电力线干扰","authors":"Bor-Shyh Lin, Bor-Shing Lin, Wan-Chi Lee, F. Chong, Yue-Der Lin","doi":"10.1109/IEMBS.2002.1134433","DOIUrl":null,"url":null,"abstract":"Power-line interference is a common phenomenom in low-frequency biophysical measurement. The usual way of solving this is the use of a fixed bandwidth in an analog or digital notch filter. However, these methods are not very suitable when the power-line interference frequency is non-stationary. In this paper, an effective adaptive filter (ADF) structure is proposed to minimize the residual power-line interference without loss of reality. In order to obtain a satisfactory and acceptable convergence performance, the Walsh-Hadamard (WHT) transform is used in the ADF. Throughout many clinical measurements, the result of this structure is effective in eliminating EMI/EMC interference. However, to overcome the continuous changing frequency of power-line interference and to obtain a better convergence rate, a transform domain adaptive filter (TDADF) is used. An ECG result is shown after removing the power-line interference and its FFT.","PeriodicalId":60385,"journal":{"name":"中国地球物理学会年刊","volume":"6 1","pages":"155-156 vol.1"},"PeriodicalIF":0.0000,"publicationDate":"2002-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"Removing residual power-line interference using WHT adaptive filter\",\"authors\":\"Bor-Shyh Lin, Bor-Shing Lin, Wan-Chi Lee, F. Chong, Yue-Der Lin\",\"doi\":\"10.1109/IEMBS.2002.1134433\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Power-line interference is a common phenomenom in low-frequency biophysical measurement. The usual way of solving this is the use of a fixed bandwidth in an analog or digital notch filter. However, these methods are not very suitable when the power-line interference frequency is non-stationary. In this paper, an effective adaptive filter (ADF) structure is proposed to minimize the residual power-line interference without loss of reality. In order to obtain a satisfactory and acceptable convergence performance, the Walsh-Hadamard (WHT) transform is used in the ADF. Throughout many clinical measurements, the result of this structure is effective in eliminating EMI/EMC interference. However, to overcome the continuous changing frequency of power-line interference and to obtain a better convergence rate, a transform domain adaptive filter (TDADF) is used. An ECG result is shown after removing the power-line interference and its FFT.\",\"PeriodicalId\":60385,\"journal\":{\"name\":\"中国地球物理学会年刊\",\"volume\":\"6 1\",\"pages\":\"155-156 vol.1\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2002-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"中国地球物理学会年刊\",\"FirstCategoryId\":\"1089\",\"ListUrlMain\":\"https://doi.org/10.1109/IEMBS.2002.1134433\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"中国地球物理学会年刊","FirstCategoryId":"1089","ListUrlMain":"https://doi.org/10.1109/IEMBS.2002.1134433","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 5

摘要

电力线干扰是低频生物物理测量中常见的现象。解决这个问题的通常方法是在模拟或数字陷波滤波器中使用固定带宽。但是,当电力线干扰频率不稳定时,这些方法就不太适用了。本文提出了一种有效的自适应滤波器结构,可以在不损失真实性的前提下使剩余电力线干扰最小化。为了获得满意且可接受的收敛性能,在ADF中使用了Walsh-Hadamard (WHT)变换。在许多临床测量中,这种结构的结果有效地消除了EMI/EMC干扰。但是,为了克服电力线干扰频率的连续变化并获得更好的收敛速率,采用了变换域自适应滤波器(TDADF)。去除电力线干扰及其FFT后的心电图结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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
Removing residual power-line interference using WHT adaptive filter
Power-line interference is a common phenomenom in low-frequency biophysical measurement. The usual way of solving this is the use of a fixed bandwidth in an analog or digital notch filter. However, these methods are not very suitable when the power-line interference frequency is non-stationary. In this paper, an effective adaptive filter (ADF) structure is proposed to minimize the residual power-line interference without loss of reality. In order to obtain a satisfactory and acceptable convergence performance, the Walsh-Hadamard (WHT) transform is used in the ADF. Throughout many clinical measurements, the result of this structure is effective in eliminating EMI/EMC interference. However, to overcome the continuous changing frequency of power-line interference and to obtain a better convergence rate, a transform domain adaptive filter (TDADF) is used. An ECG result is shown after removing the power-line interference and its FFT.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
368
期刊最新文献
Contour extraction of fetus' head from echocardiogram using Snakes Towards portable flow cytometry: study on the use of air-sheath-based volume-efficient two-phase microfluidic systems Left ventricular volume changes after defibrillation Bifocal technique for accurate measurement of total attenuation coefficient in scattering media with OCT Comparative in vivo and ex vivo pacing and sensing performance study using isolated four-chamber working swine heart model
×
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