{"id":"https://openalex.org/W2032286257","doi":"https://doi.org/10.1109/biocas.2012.6418472","title":"Motion artifact removal using cascade adaptive filtering for ambulatory ECG monitoring system","display_name":"Motion artifact removal using cascade adaptive filtering for ambulatory ECG monitoring system","publication_year":2012,"publication_date":"2012-11-01","ids":{"openalex":"https://openalex.org/W2032286257","doi":"https://doi.org/10.1109/biocas.2012.6418472","mag":"2032286257"},"language":"en","primary_location":{"id":"doi:10.1109/biocas.2012.6418472","is_oa":false,"landing_page_url":"https://doi.org/10.1109/biocas.2012.6418472","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Biomedical Circuits and Systems Conference (BioCAS)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5107306732","display_name":"Hye\u2010Jung Kim","orcid":"https://orcid.org/0000-0001-5595-4264"},"institutions":[{"id":"https://openalex.org/I4210114974","display_name":"IMEC","ror":"https://ror.org/02kcbn207","country_code":"BE","type":"nonprofit","lineage":["https://openalex.org/I4210114974"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Hyejung Kim","raw_affiliation_strings":["Imec, Leuven, Belgium","IMEC, Leuven, Belgium,"],"affiliations":[{"raw_affiliation_string":"Imec, Leuven, Belgium","institution_ids":["https://openalex.org/I4210114974"]},{"raw_affiliation_string":"IMEC, Leuven, Belgium,","institution_ids":["https://openalex.org/I4210114974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100333107","display_name":"Sun\u2010Young Kim","orcid":"https://orcid.org/0000-0003-1333-6147"},"institutions":[{"id":"https://openalex.org/I4210114974","display_name":"IMEC","ror":"https://ror.org/02kcbn207","country_code":"BE","type":"nonprofit","lineage":["https://openalex.org/I4210114974"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Sunyoung Kim","raw_affiliation_strings":["Imec, Leuven, Belgium","IMEC, Leuven, Belgium,"],"affiliations":[{"raw_affiliation_string":"Imec, Leuven, Belgium","institution_ids":["https://openalex.org/I4210114974"]},{"raw_affiliation_string":"IMEC, Leuven, Belgium,","institution_ids":["https://openalex.org/I4210114974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013502488","display_name":"Nick Van Helleputte","orcid":"https://orcid.org/0000-0002-7511-1923"},"institutions":[{"id":"https://openalex.org/I4210114974","display_name":"IMEC","ror":"https://ror.org/02kcbn207","country_code":"BE","type":"nonprofit","lineage":["https://openalex.org/I4210114974"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"N. Van Helleputte","raw_affiliation_strings":["Imec, Leuven, Belgium","IMEC, Leuven, Belgium,"],"affiliations":[{"raw_affiliation_string":"Imec, Leuven, Belgium","institution_ids":["https://openalex.org/I4210114974"]},{"raw_affiliation_string":"IMEC, Leuven, Belgium,","institution_ids":["https://openalex.org/I4210114974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028404348","display_name":"Torfinn Berset","orcid":null},"institutions":[{"id":"https://openalex.org/I196972281","display_name":"Imec the Netherlands","ror":"https://ror.org/01ezq2j76","country_code":"NL","type":"facility","lineage":["https://openalex.org/I196972281"]},{"id":"https://openalex.org/I4210153656","display_name":"Holst Centre (Netherlands)","ror":"https://ror.org/04abpa862","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210153656"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"T. Berset","raw_affiliation_strings":["Holst center, Imec-nl, Eindhoven, Netherlands","[Holst center, Imec, Eindhoven, Netherlands]"],"affiliations":[{"raw_affiliation_string":"Holst center, Imec-nl, Eindhoven, Netherlands","institution_ids":["https://openalex.org/I4210153656"]},{"raw_affiliation_string":"[Holst center, Imec, Eindhoven, Netherlands]","institution_ids":["https://openalex.org/I196972281"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111547972","display_name":"Di Geng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210153656","display_name":"Holst Centre (Netherlands)","ror":"https://ror.org/04abpa862","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210153656"]},{"id":"https://openalex.org/I196972281","display_name":"Imec the Netherlands","ror":"https://ror.org/01ezq2j76","country_code":"NL","type":"facility","lineage":["https://openalex.org/I196972281"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Di Geng","raw_affiliation_strings":["Holst center, Imec-nl, Eindhoven, Netherlands","[Holst center, Imec, Eindhoven, Netherlands]"],"affiliations":[{"raw_affiliation_string":"Holst center, Imec-nl, Eindhoven, Netherlands","institution_ids":["https://openalex.org/I4210153656"]},{"raw_affiliation_string":"[Holst center, Imec, Eindhoven, Netherlands]","institution_ids":["https://openalex.org/I196972281"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090146818","display_name":"I\u00f1aki Romero","orcid":"https://orcid.org/0000-0002-5039-1607"},"institutions":[{"id":"https://openalex.org/I196972281","display_name":"Imec the Netherlands","ror":"https://ror.org/01ezq2j76","country_code":"NL","type":"facility","lineage":["https://openalex.org/I196972281"]},{"id":"https://openalex.org/I4210153656","display_name":"Holst Centre (Netherlands)","ror":"https://ror.org/04abpa862","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210153656"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"I. Romero","raw_affiliation_strings":["Holst center, Imec-nl, Eindhoven, Netherlands","[Holst center, Imec, Eindhoven, Netherlands]"],"affiliations":[{"raw_affiliation_string":"Holst center, Imec-nl, Eindhoven, Netherlands","institution_ids":["https://openalex.org/I4210153656"]},{"raw_affiliation_string":"[Holst center, Imec, Eindhoven, Netherlands]","institution_ids":["https://openalex.org/I196972281"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113580176","display_name":"Julien Penders","orcid":null},"institutions":[{"id":"https://openalex.org/I4210153656","display_name":"Holst Centre (Netherlands)","ror":"https://ror.org/04abpa862","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210153656"]},{"id":"https://openalex.org/I196972281","display_name":"Imec the Netherlands","ror":"https://ror.org/01ezq2j76","country_code":"NL","type":"facility","lineage":["https://openalex.org/I196972281"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"J. Penders","raw_affiliation_strings":["imec-nl/Holst center, Eindhoven, The Netherlands","[Holst center, Imec, Eindhoven, Netherlands]"],"affiliations":[{"raw_affiliation_string":"imec-nl/Holst center, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I4210153656"]},{"raw_affiliation_string":"[Holst center, Imec, Eindhoven, Netherlands]","institution_ids":["https://openalex.org/I196972281"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078656907","display_name":"Chris Van Hoof","orcid":"https://orcid.org/0000-0002-4645-3326"},"institutions":[{"id":"https://openalex.org/I4210153656","display_name":"Holst Centre (Netherlands)","ror":"https://ror.org/04abpa862","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210153656"]},{"id":"https://openalex.org/I4210114974","display_name":"IMEC","ror":"https://ror.org/02kcbn207","country_code":"BE","type":"nonprofit","lineage":["https://openalex.org/I4210114974"]}],"countries":["BE","NL"],"is_corresponding":false,"raw_author_name":"C. Van Hoof","raw_affiliation_strings":["Holst center, Imec-nl, Eindhoven, Netherlands","IMEC, Leuven, Belgium,"],"affiliations":[{"raw_affiliation_string":"Holst center, Imec-nl, Eindhoven, Netherlands","institution_ids":["https://openalex.org/I4210153656"]},{"raw_affiliation_string":"IMEC, Leuven, Belgium,","institution_ids":["https://openalex.org/I4210114974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088562107","display_name":"Refet F\u0131rat Yaz\u0131c\u0131o\u011flu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114974","display_name":"IMEC","ror":"https://ror.org/02kcbn207","country_code":"BE","type":"nonprofit","lineage":["https://openalex.org/I4210114974"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"R. F. Yazicioglu","raw_affiliation_strings":["Imec, Leuven, Belgium","IMEC, Leuven, Belgium,"],"affiliations":[{"raw_affiliation_string":"Imec, Leuven, Belgium","institution_ids":["https://openalex.org/I4210114974"]},{"raw_affiliation_string":"IMEC, Leuven, Belgium,","institution_ids":["https://openalex.org/I4210114974"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5107306732"],"corresponding_institution_ids":["https://openalex.org/I4210114974"],"apc_list":null,"apc_paid":null,"fwci":1.6769,"has_fulltext":false,"cited_by_count":49,"citation_normalized_percentile":{"value":0.85244069,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"160","last_page":"163"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artifact","display_name":"Artifact (error)","score":0.7675089836120605},{"id":"https://openalex.org/keywords/adaptive-filter","display_name":"Adaptive filter","score":0.7205760478973389},{"id":"https://openalex.org/keywords/cascade","display_name":"Cascade","score":0.6716300249099731},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6286097764968872},{"id":"https://openalex.org/keywords/distortion","display_name":"Distortion (music)","score":0.44779348373413086},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.44661280512809753},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4347059726715088},{"id":"https://openalex.org/keywords/beat","display_name":"Beat (acoustics)","score":0.4319857060909271},{"id":"https://openalex.org/keywords/least-mean-squares-filter","display_name":"Least mean squares filter","score":0.4274998903274536},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37824153900146484},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.24434241652488708},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1857714056968689},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10354867577552795},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.10202574729919434},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.07957461476325989}],"concepts":[{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.7675089836120605},{"id":"https://openalex.org/C102248274","wikidata":"https://www.wikidata.org/wiki/Q168388","display_name":"Adaptive filter","level":2,"score":0.7205760478973389},{"id":"https://openalex.org/C34146451","wikidata":"https://www.wikidata.org/wiki/Q5048094","display_name":"Cascade","level":2,"score":0.6716300249099731},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6286097764968872},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.44779348373413086},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.44661280512809753},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4347059726715088},{"id":"https://openalex.org/C189809214","wikidata":"https://www.wikidata.org/wiki/Q829522","display_name":"Beat (acoustics)","level":2,"score":0.4319857060909271},{"id":"https://openalex.org/C32617633","wikidata":"https://www.wikidata.org/wiki/Q1426666","display_name":"Least mean squares filter","level":3,"score":0.4274998903274536},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37824153900146484},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.24434241652488708},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1857714056968689},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10354867577552795},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.10202574729919434},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.07957461476325989},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C42360764","wikidata":"https://www.wikidata.org/wiki/Q83588","display_name":"Chemical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/biocas.2012.6418472","is_oa":false,"landing_page_url":"https://doi.org/10.1109/biocas.2012.6418472","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Biomedical Circuits and Systems Conference (BioCAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1983149071","https://openalex.org/W1990426376","https://openalex.org/W2072003647","https://openalex.org/W2100730484","https://openalex.org/W2103046682","https://openalex.org/W2108431768","https://openalex.org/W2132662889","https://openalex.org/W2146682574"],"related_works":["https://openalex.org/W2287235845","https://openalex.org/W2586228848","https://openalex.org/W2081837274","https://openalex.org/W2253481662","https://openalex.org/W1998353256","https://openalex.org/W2357454918","https://openalex.org/W2189195857","https://openalex.org/W3040496336","https://openalex.org/W2370278301","https://openalex.org/W2079771791"],"abstract_inverted_index":{"A":[0],"motion":[1,64,118],"artifact":[2,65,119],"removal":[3],"method":[4,120],"with":[5,113],"a":[6,134],"two-stage":[7],"cascade":[8],"LMS":[9,22,41,50],"adaptive":[10,39,53],"filter":[11],"is":[12,43,78,97,121],"proposed":[13,117],"for":[14,47],"an":[15,124],"ambulatory":[16,125],"ECG":[17,73,126],"monitoring":[18,127],"system.":[19],"The":[20,52,75,116],"first":[21],"stage":[23],"consisting":[24],"of":[25,71],"analog":[26],"feedback":[27],"prevents":[28],"the":[29,34,48,69,72,81,95,106,110,130],"signal":[30,108],"saturation":[31],"to":[32,60,105],"reduce":[33],"input":[35],"dynamic":[36],"range.":[37],"An":[38],"step-size":[40,54],"algorithm":[42,55],"introduced":[44],"and":[45,89,94,101,129],"employed":[46],"second":[49],"stage.":[51],"can":[56],"achieve":[57],"fast":[58],"convergence":[59],"track":[61],"large":[62],"sudden":[63],"quickly,":[66],"while":[67],"preventing":[68],"distortion":[70],"component.":[74],"filtering":[76],"performance":[77,96,136],"evaluated":[79],"by":[80,86,99],"heart":[82],"beat":[83],"detection,":[84],"measured":[85],"sensitivity":[87],"(Se)":[88],"positive":[90],"predictive":[91],"value":[92],"(+p),":[93],"increased":[98],"9.8%":[100],"6.48%,":[102],"respectively,":[103],"compared":[104],"unfiltered":[107],"at":[109],"worst":[111],"case":[112],"-25dB":[114],"SNR.":[115],"implemented":[122],"on":[123],"module,":[128],"real-time":[131],"measurement":[132],"shows":[133],"significant":[135],"improvement.":[137]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
