Time-varying digital filtering of ECG baseline wander

Time-varying filtering techniques are applied to the problem of baseline correction by letting the cut-off frequency of a linear filter be controlled by the low-frequency properties of the ECG signal. The time-varying filter is implemented as a bank of linear low-pass filters, in which each filter h...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Medical & biological engineering & computing 1993-09, Vol.31 (5), p.503-508
1. Verfasser: Sornmo, L
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 508
container_issue 5
container_start_page 503
container_title Medical & biological engineering & computing
container_volume 31
creator Sornmo, L
description Time-varying filtering techniques are applied to the problem of baseline correction by letting the cut-off frequency of a linear filter be controlled by the low-frequency properties of the ECG signal. The time-varying filter is implemented as a bank of linear low-pass filters, in which each filter has a slightly differing cut-off frequency. Sampling rate decimation and interpolation are employed because the design of a filter for baseline reduction can be treated as a narrowband filtering problem. All filters have a linear phase response to reduce, for example, ST-segment distortion. The performance of the technique presented is studied on ECG signals with different types of simulated baseline wander. The results are compared with the performance of time-invariant linear filtering and cubic spline interpolation. The results show that an improvement in performance can be achieved when using time-varying filtering, especially at low heart rates or during episodes with excessive base-line wander.
doi_str_mv 10.1007/BF02441986
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_76176744</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>745651010</sourcerecordid><originalsourceid>FETCH-LOGICAL-c289t-121e1f7cda9ad4ba001c8cc63279138ca6a4e343d2170b3a258475b495dd4f3c3</originalsourceid><addsrcrecordid>eNqF0M1Lw0AQBfBFlFqrF-9CDqIgRGd2Z7PJUUtbhYKXeg6bzaas5KNmU8X_3pSGetPTwLwf7_AYu0S4RwD18DQHToRJHB2xMSrCEIjomI0BCUJAjE_ZmffvABwlpxEbxTyRRDBmcuUqG37q9tvV6yB3a9fpMihc2dl292mKYDZdBJn2tnS1Db50ndv2nJ0UuvT2YrgT9jafrabP4fJ18TJ9XIaGx0kXIkeLhTK5TnROmQZAExsTCa4SFLHRkSYrSOQcFWRCcxmTkhklMs-pEEZM2M2-d9M2H1vru7Ry3tiy1LVttj5VEapIEfXw9m9IMpIICP9W8kgA9a6Hd3to2sb71hbppnVVP1SKkO5mT39n7_HV0LrNKpsf6LBzn18PufZGl0Wra-P8gQkVEUkhfgDAeYZ1</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>26304103</pqid></control><display><type>article</type><title>Time-varying digital filtering of ECG baseline wander</title><source>MEDLINE</source><source>SpringerLink Journals</source><creator>Sornmo, L</creator><creatorcontrib>Sornmo, L</creatorcontrib><description>Time-varying filtering techniques are applied to the problem of baseline correction by letting the cut-off frequency of a linear filter be controlled by the low-frequency properties of the ECG signal. The time-varying filter is implemented as a bank of linear low-pass filters, in which each filter has a slightly differing cut-off frequency. Sampling rate decimation and interpolation are employed because the design of a filter for baseline reduction can be treated as a narrowband filtering problem. All filters have a linear phase response to reduce, for example, ST-segment distortion. The performance of the technique presented is studied on ECG signals with different types of simulated baseline wander. The results are compared with the performance of time-invariant linear filtering and cubic spline interpolation. The results show that an improvement in performance can be achieved when using time-varying filtering, especially at low heart rates or during episodes with excessive base-line wander.</description><identifier>ISSN: 0140-0118</identifier><identifier>EISSN: 1741-0444</identifier><identifier>DOI: 10.1007/BF02441986</identifier><identifier>PMID: 8295440</identifier><language>eng</language><publisher>Heidelberg: Springer</publisher><subject>Biological and medical sciences ; Electrocardiography - methods ; Electrocardiography - standards ; Electrocardiography. Vectocardiography ; Electrodiagnosis. Electric activity recording ; Exercise ; Heart Rate - physiology ; Humans ; Investigative techniques, diagnostic techniques (general aspects) ; Medical sciences ; Time Factors</subject><ispartof>Medical &amp; biological engineering &amp; computing, 1993-09, Vol.31 (5), p.503-508</ispartof><rights>1994 INIST-CNRS</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c289t-121e1f7cda9ad4ba001c8cc63279138ca6a4e343d2170b3a258475b495dd4f3c3</citedby><cites>FETCH-LOGICAL-c289t-121e1f7cda9ad4ba001c8cc63279138ca6a4e343d2170b3a258475b495dd4f3c3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,777,781,27905,27906</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&amp;idt=3764453$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/8295440$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Sornmo, L</creatorcontrib><title>Time-varying digital filtering of ECG baseline wander</title><title>Medical &amp; biological engineering &amp; computing</title><addtitle>Med Biol Eng Comput</addtitle><description>Time-varying filtering techniques are applied to the problem of baseline correction by letting the cut-off frequency of a linear filter be controlled by the low-frequency properties of the ECG signal. The time-varying filter is implemented as a bank of linear low-pass filters, in which each filter has a slightly differing cut-off frequency. Sampling rate decimation and interpolation are employed because the design of a filter for baseline reduction can be treated as a narrowband filtering problem. All filters have a linear phase response to reduce, for example, ST-segment distortion. The performance of the technique presented is studied on ECG signals with different types of simulated baseline wander. The results are compared with the performance of time-invariant linear filtering and cubic spline interpolation. The results show that an improvement in performance can be achieved when using time-varying filtering, especially at low heart rates or during episodes with excessive base-line wander.</description><subject>Biological and medical sciences</subject><subject>Electrocardiography - methods</subject><subject>Electrocardiography - standards</subject><subject>Electrocardiography. Vectocardiography</subject><subject>Electrodiagnosis. Electric activity recording</subject><subject>Exercise</subject><subject>Heart Rate - physiology</subject><subject>Humans</subject><subject>Investigative techniques, diagnostic techniques (general aspects)</subject><subject>Medical sciences</subject><subject>Time Factors</subject><issn>0140-0118</issn><issn>1741-0444</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>1993</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqF0M1Lw0AQBfBFlFqrF-9CDqIgRGd2Z7PJUUtbhYKXeg6bzaas5KNmU8X_3pSGetPTwLwf7_AYu0S4RwD18DQHToRJHB2xMSrCEIjomI0BCUJAjE_ZmffvABwlpxEbxTyRRDBmcuUqG37q9tvV6yB3a9fpMihc2dl292mKYDZdBJn2tnS1Db50ndv2nJ0UuvT2YrgT9jafrabP4fJ18TJ9XIaGx0kXIkeLhTK5TnROmQZAExsTCa4SFLHRkSYrSOQcFWRCcxmTkhklMs-pEEZM2M2-d9M2H1vru7Ry3tiy1LVttj5VEapIEfXw9m9IMpIICP9W8kgA9a6Hd3to2sb71hbppnVVP1SKkO5mT39n7_HV0LrNKpsf6LBzn18PufZGl0Wra-P8gQkVEUkhfgDAeYZ1</recordid><startdate>199309</startdate><enddate>199309</enddate><creator>Sornmo, L</creator><general>Springer</general><scope>IQODW</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SC</scope><scope>7SP</scope><scope>8FD</scope><scope>JQ2</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><scope>7QO</scope><scope>FR3</scope><scope>P64</scope><scope>7X8</scope></search><sort><creationdate>199309</creationdate><title>Time-varying digital filtering of ECG baseline wander</title><author>Sornmo, L</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c289t-121e1f7cda9ad4ba001c8cc63279138ca6a4e343d2170b3a258475b495dd4f3c3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>1993</creationdate><topic>Biological and medical sciences</topic><topic>Electrocardiography - methods</topic><topic>Electrocardiography - standards</topic><topic>Electrocardiography. Vectocardiography</topic><topic>Electrodiagnosis. Electric activity recording</topic><topic>Exercise</topic><topic>Heart Rate - physiology</topic><topic>Humans</topic><topic>Investigative techniques, diagnostic techniques (general aspects)</topic><topic>Medical sciences</topic><topic>Time Factors</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Sornmo, L</creatorcontrib><collection>Pascal-Francis</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Computer and Information Systems Abstracts</collection><collection>Electronics &amp; Communications Abstracts</collection><collection>Technology Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts – Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><collection>Biotechnology Research Abstracts</collection><collection>Engineering Research Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>MEDLINE - Academic</collection><jtitle>Medical &amp; biological engineering &amp; computing</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Sornmo, L</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Time-varying digital filtering of ECG baseline wander</atitle><jtitle>Medical &amp; biological engineering &amp; computing</jtitle><addtitle>Med Biol Eng Comput</addtitle><date>1993-09</date><risdate>1993</risdate><volume>31</volume><issue>5</issue><spage>503</spage><epage>508</epage><pages>503-508</pages><issn>0140-0118</issn><eissn>1741-0444</eissn><abstract>Time-varying filtering techniques are applied to the problem of baseline correction by letting the cut-off frequency of a linear filter be controlled by the low-frequency properties of the ECG signal. The time-varying filter is implemented as a bank of linear low-pass filters, in which each filter has a slightly differing cut-off frequency. Sampling rate decimation and interpolation are employed because the design of a filter for baseline reduction can be treated as a narrowband filtering problem. All filters have a linear phase response to reduce, for example, ST-segment distortion. The performance of the technique presented is studied on ECG signals with different types of simulated baseline wander. The results are compared with the performance of time-invariant linear filtering and cubic spline interpolation. The results show that an improvement in performance can be achieved when using time-varying filtering, especially at low heart rates or during episodes with excessive base-line wander.</abstract><cop>Heidelberg</cop><pub>Springer</pub><pmid>8295440</pmid><doi>10.1007/BF02441986</doi><tpages>6</tpages></addata></record>
fulltext fulltext
identifier ISSN: 0140-0118
ispartof Medical & biological engineering & computing, 1993-09, Vol.31 (5), p.503-508
issn 0140-0118
1741-0444
language eng
recordid cdi_proquest_miscellaneous_76176744
source MEDLINE; SpringerLink Journals
subjects Biological and medical sciences
Electrocardiography - methods
Electrocardiography - standards
Electrocardiography. Vectocardiography
Electrodiagnosis. Electric activity recording
Exercise
Heart Rate - physiology
Humans
Investigative techniques, diagnostic techniques (general aspects)
Medical sciences
Time Factors
title Time-varying digital filtering of ECG baseline wander
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-19T06%3A29%3A54IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Time-varying%20digital%20filtering%20of%20ECG%20baseline%20wander&rft.jtitle=Medical%20&%20biological%20engineering%20&%20computing&rft.au=Sornmo,%20L&rft.date=1993-09&rft.volume=31&rft.issue=5&rft.spage=503&rft.epage=508&rft.pages=503-508&rft.issn=0140-0118&rft.eissn=1741-0444&rft_id=info:doi/10.1007/BF02441986&rft_dat=%3Cproquest_cross%3E745651010%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=26304103&rft_id=info:pmid/8295440&rfr_iscdi=true