Removal of Baseline Wander from Dynamic Electrocardiogram Signals

The traditional method based on moving average filter can remove the baseline wander in electrocardiogram signals, but also causes the loss of motive ECG signals, which makes distortions of filtered ECG signals. In this paper, a modified moving average filter is proposed to selectively capture the l...

Full description

Saved in:
Bibliographic Details
Published in2009 2nd International Congress on Image and Signal Processing pp. 1 - 4
Main Authors Min Dai, Shi-Liu Lian
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.10.2009
Subjects
Online AccessGet full text
ISBN1424441293
9781424441297
DOI10.1109/CISP.2009.5304473

Cover

Loading…
Abstract The traditional method based on moving average filter can remove the baseline wander in electrocardiogram signals, but also causes the loss of motive ECG signals, which makes distortions of filtered ECG signals. In this paper, a modified moving average filter is proposed to selectively capture the low-frequency baseline wander noise and remove it from the detected signals in order to recover true ECG. The interval sampling data is taken into consideration when calculate the moving average in order to reduce the loss of useful ECG signals and distortions. The algorithm is developed for computer implementation using MATLAB. To validate the proposed methods, the recording from MIT/BIH database is used. Experimental results demonstrate the improvement of the proposed moving average filter over the traditional one in removing baseline wander without introducing distortion to the ECG signals.
AbstractList The traditional method based on moving average filter can remove the baseline wander in electrocardiogram signals, but also causes the loss of motive ECG signals, which makes distortions of filtered ECG signals. In this paper, a modified moving average filter is proposed to selectively capture the low-frequency baseline wander noise and remove it from the detected signals in order to recover true ECG. The interval sampling data is taken into consideration when calculate the moving average in order to reduce the loss of useful ECG signals and distortions. The algorithm is developed for computer implementation using MATLAB. To validate the proposed methods, the recording from MIT/BIH database is used. Experimental results demonstrate the improvement of the proposed moving average filter over the traditional one in removing baseline wander without introducing distortion to the ECG signals.
Author Min Dai
Shi-Liu Lian
Author_xml – sequence: 1
  surname: Min Dai
  fullname: Min Dai
  organization: Sch. of Comput. & Commun. Eng., Tianjin Univ. of Technol., Tianjin, China
– sequence: 2
  surname: Shi-Liu Lian
  fullname: Shi-Liu Lian
  organization: Sch. of Comput. & Commun. Eng., Tianjin Univ. of Technol., Tianjin, China
BookMark eNo9j81Kw0AURke0oKl9AHEzL5B65y_JLGusWigotuCy3JnclIFkIpMi9O2tWFwdPvg4cDJ2FYdIjN0JmAsB9qFebd7nEsDOjQKtS3XBMqGl1looYS7_h7RqwrLfowWhZHnNZuMYHMjCGGtKc8MWH9QP39jxoeWPOFIXIvFPjA0l3qah50_HiH3wfNmRP6TBY2rCsE_Y803YR-zGWzZpT6DZmVO2fV5u69d8_fayqhfrPFg45I7KRlowiBoK06KTFVmjGygQwRtXOVU4USpHp8DGeoveGlNUCKpxqq3UlN3_aQMR7b5S6DEdd-d89QN3hE36
ContentType Conference Proceeding
DBID 6IE
6IL
CBEJK
RIE
RIL
DOI 10.1109/CISP.2009.5304473
DatabaseName IEEE Electronic Library (IEL) Conference Proceedings
IEEE Xplore POP ALL
IEEE Xplore All Conference Proceedings
IEEE/IET Electronic Library
IEEE Proceedings Order Plans (POP All) 1998-Present
DatabaseTitleList
Database_xml – sequence: 1
  dbid: RIE
  name: IEEE Electronic Library (IEL)
  url: https://proxy.k.utb.cz/login?url=https://ieeexplore.ieee.org/
  sourceTypes: Publisher
DeliveryMethod fulltext_linktorsrc
EISBN 1424441315
9781424441310
EndPage 4
ExternalDocumentID 5304473
Genre orig-research
GroupedDBID 6IE
6IF
6IK
6IL
6IN
AAJGR
AARBI
AAWTH
ALMA_UNASSIGNED_HOLDINGS
BEFXN
BFFAM
BGNUA
BKEBE
BPEOZ
CBEJK
IERZE
OCL
RIE
RIL
ID FETCH-LOGICAL-i90t-be7d2905aa4065fab28e954d06aa0c5b8b36b173be110d9c9ac95568a03db3f83
IEDL.DBID RIE
ISBN 1424441293
9781424441297
IngestDate Wed Aug 27 02:26:29 EDT 2025
IsPeerReviewed false
IsScholarly false
LCCN 2009901327
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-i90t-be7d2905aa4065fab28e954d06aa0c5b8b36b173be110d9c9ac95568a03db3f83
PageCount 4
ParticipantIDs ieee_primary_5304473
PublicationCentury 2000
PublicationDate 2009-Oct.
PublicationDateYYYYMMDD 2009-10-01
PublicationDate_xml – month: 10
  year: 2009
  text: 2009-Oct.
PublicationDecade 2000
PublicationTitle 2009 2nd International Congress on Image and Signal Processing
PublicationTitleAbbrev CISP
PublicationYear 2009
Publisher IEEE
Publisher_xml – name: IEEE
SSID ssib026559575
Score 1.5147424
Snippet The traditional method based on moving average filter can remove the baseline wander in electrocardiogram signals, but also causes the loss of motive ECG...
SourceID ieee
SourceType Publisher
StartPage 1
SubjectTerms Adaptive filters
Clinical diagnosis
Computer vision
Distortion
Electrocardiography
Electrodes
Finite impulse response filter
Frequency
IIR filters
Low-frequency noise
Title Removal of Baseline Wander from Dynamic Electrocardiogram Signals
URI https://ieeexplore.ieee.org/document/5304473
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV09T8MwED21nZgAtYhveWAkaRIncTxCaVWQiipaRLfKds6oQjQVShd-PbaTFIEY2OIMlr-kd_a99w7gKpMsRKaVx-z7mwngtSeQpZ6QnHHBKHKXLpg8puPn-GGRLFpwvdPCIKIjn6FvP10uPy_U1j6V9RNz944ZbUPbXNwqrVZzdqLUhMYm9Gi0W7HFscbSqW6zOqsZBrw_uJ9NK7fKutMf1VUcuIz2YdIMq-KUvPnbUvrq85dj43_HfQC9bxkfme4A6hBauO7CzRO-F-Z4kUKTW-Hk6EhenMaFWK0Juatq1JNhVSBHOcKq5XCR2erVui33YD4azgdjr66j4K14UHoSWR7xIBHCgHeihYwy5EmcB6kQgUpkJmkqQ0YlmpXJueJCcetLJgKaS6ozegSddbHGYyBMSI15qKlGFSM1rZClKmOKK2FwH0-ga2e_3FROGct64qd__z6DPZebcdS4c-iUH1u8MBBfyku3t1_zn6NT
linkProvider IEEE
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV3PT8IwFH5BPOhJDRh_24NHBxvd1vWoCAEFQgQjN9J2r4YYmTHj4l9v2w2MxoO3toel7Zp8r33f9z2Aq0SyAJlWHrPvbyaA155AFntCcsYFo8hdumA4intP4f0smlXgeqOFQURHPsOGbbpcfpqplX0qa0bm7h0yugXbkRXjFmqt9elpxSY4NsHHWr0VWiRbmzqVfVbmNQOfN9v9ybjwqyw_-6O-ioOX7h4M1xMrWCWvjVUuG-rzl2fjf2e-D_VvIR8ZbyDqACq4rMHNI75l5oCRTJNb4QTpSJ6dyoVYtQm5K6rUk05RIkc5yqplcZHJ4sX6Lddh2u1M2z2vrKTgLbifexJZ2uJ-JISB70gL2UqQR2Hqx0L4KpKJpLEMGJVodibligvFrTOZ8GkqqU7oIVSX2RKPgDAhNaaBphpViNT0AharhCmuhEF-PIaaXf38vfDKmJcLP_l7-BJ2etPhYD7ojx5OYddlahxR7gyq-ccKzw3g5_LC_ecvq9mmmw
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=proceeding&rft.title=2009+2nd+International+Congress+on+Image+and+Signal+Processing&rft.atitle=Removal+of+Baseline+Wander+from+Dynamic+Electrocardiogram+Signals&rft.au=Min+Dai&rft.au=Shi-Liu+Lian&rft.date=2009-10-01&rft.pub=IEEE&rft.isbn=9781424441297&rft.spage=1&rft.epage=4&rft_id=info:doi/10.1109%2FCISP.2009.5304473&rft.externalDocID=5304473
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=9781424441297/lc.gif&client=summon&freeimage=true
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=9781424441297/mc.gif&client=summon&freeimage=true
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=9781424441297/sc.gif&client=summon&freeimage=true