{"id":"https://openalex.org/W4401072512","doi":"https://doi.org/10.1109/memea60663.2024.10596907","title":"Noise Reduction in Capacitive ECG Measurements by Dedicated Modelling and Kalman Filtering","display_name":"Noise Reduction in Capacitive ECG Measurements by Dedicated Modelling and Kalman Filtering","publication_year":2024,"publication_date":"2024-06-26","ids":{"openalex":"https://openalex.org/W4401072512","doi":"https://doi.org/10.1109/memea60663.2024.10596907"},"language":"en","primary_location":{"id":"doi:10.1109/memea60663.2024.10596907","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/memea60663.2024.10596907","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Medical Measurements and Applications (MeMeA)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pure.tue.nl/ws/files/347033997/Noise_Reduction_in_Capacitive_ECG_Measurements_by_Dedicated_Modelling_and_Kalman_Filtering_1_.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048245016","display_name":"Runwei Lin","orcid":"https://orcid.org/0000-0001-9443-1984"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Runwei Lin","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University,Shanghai,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University,Shanghai,China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047041734","display_name":"Yichao Wu","orcid":"https://orcid.org/0000-0003-4789-6142"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yichao Wu","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University,Shanghai,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University,Shanghai,China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023345737","display_name":"Anyi Cheng","orcid":"https://orcid.org/0000-0002-9753-6842"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Anyi Cheng","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University,Shanghai,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University,Shanghai,China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027558942","display_name":"Yaodan Xu","orcid":"https://orcid.org/0000-0001-5233-1758"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaodan Xu","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University,Shanghai,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University,Shanghai,China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033083912","display_name":"Lin Xu","orcid":"https://orcid.org/0000-0001-5777-1496"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Xu","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University,Shanghai,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University,Shanghai,China","institution_ids":["https://openalex.org/I30809798"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I30809798"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9348000288009644,"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":0.9348000288009644,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.8030303716659546},{"id":"https://openalex.org/keywords/capacitive-sensing","display_name":"Capacitive sensing","score":0.7090704441070557},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.6640653610229492},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5810344815254211},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.5779402256011963},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5387709140777588},{"id":"https://openalex.org/keywords/noise-measurement","display_name":"Noise measurement","score":0.4774901568889618},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.39742398262023926},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.37833887338638306},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2739337086677551},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24068397283554077},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.12366202473640442},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08561789989471436}],"concepts":[{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.8030303716659546},{"id":"https://openalex.org/C206755178","wikidata":"https://www.wikidata.org/wiki/Q1131271","display_name":"Capacitive sensing","level":2,"score":0.7090704441070557},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.6640653610229492},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5810344815254211},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.5779402256011963},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5387709140777588},{"id":"https://openalex.org/C29265498","wikidata":"https://www.wikidata.org/wiki/Q7047719","display_name":"Noise measurement","level":3,"score":0.4774901568889618},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.39742398262023926},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.37833887338638306},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2739337086677551},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24068397283554077},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12366202473640442},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08561789989471436},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/memea60663.2024.10596907","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/memea60663.2024.10596907","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Medical Measurements and Applications (MeMeA)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.tue.nl:openaire_cris_publications/9195ae11-9c26-40d6-bbb7-ae0c313f243b","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/9195ae11-9c26-40d6-bbb7-ae0c313f243b","pdf_url":"https://pure.tue.nl/ws/files/347033997/Noise_Reduction_in_Capacitive_ECG_Measurements_by_Dedicated_Modelling_and_Kalman_Filtering_1_.pdf","source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Lin, R, Wu, Y, Cheng, A, Xu, Y & Xu, L 2024, Noise Reduction in Capacitive ECG Measurements by Dedicated Modelling and Kalman Filtering. in 2024 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2024., 10596907, Institute of Electrical and Electronics Engineers, 2024 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2024, Eindhoven, Netherlands, 26/06/24. https://doi.org/10.1109/MeMeA60663.2024.10596907","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:pure.tue.nl:openaire_cris_publications/9195ae11-9c26-40d6-bbb7-ae0c313f243b","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/9195ae11-9c26-40d6-bbb7-ae0c313f243b","pdf_url":"https://pure.tue.nl/ws/files/347033997/Noise_Reduction_in_Capacitive_ECG_Measurements_by_Dedicated_Modelling_and_Kalman_Filtering_1_.pdf","source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Lin, R, Wu, Y, Cheng, A, Xu, Y & Xu, L 2024, Noise Reduction in Capacitive ECG Measurements by Dedicated Modelling and Kalman Filtering. in 2024 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2024., 10596907, Institute of Electrical and Electronics Engineers, 2024 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2024, Eindhoven, Netherlands, 26/06/24. https://doi.org/10.1109/MeMeA60663.2024.10596907","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.699999988079071,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G382647475","display_name":null,"funder_award_id":"62171284","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401072512.pdf","grobid_xml":"https://content.openalex.org/works/W4401072512.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W94431762","https://openalex.org/W1979276457","https://openalex.org/W2054702516","https://openalex.org/W2075224393","https://openalex.org/W2104750904","https://openalex.org/W2115156609","https://openalex.org/W2125154859","https://openalex.org/W2132904166","https://openalex.org/W2136177393","https://openalex.org/W2157209869","https://openalex.org/W2163222801","https://openalex.org/W2886367177","https://openalex.org/W2905043871","https://openalex.org/W2911278415","https://openalex.org/W3015802815","https://openalex.org/W3175128625","https://openalex.org/W4288789431","https://openalex.org/W4297094629","https://openalex.org/W4323767284","https://openalex.org/W4367048208","https://openalex.org/W4388654446"],"related_works":["https://openalex.org/W3172386668","https://openalex.org/W2045392317","https://openalex.org/W2981692717","https://openalex.org/W3011006018","https://openalex.org/W3108403339","https://openalex.org/W2162712524","https://openalex.org/W4287867034","https://openalex.org/W3005783148","https://openalex.org/W3021143552","https://openalex.org/W2004821155"],"abstract_inverted_index":{"Electrocardiography":[0],"(ECG)":[1],"measurements":[2],"have":[3],"been":[4],"extensively":[5],"used":[6],"for":[7,23,57,97],"monitoring":[8,25],"and":[9,48,111,153],"diagnosing":[10],"cardiovascular":[11],"diseases":[12],"(CVDs).":[13],"Traditional":[14],"ECG":[15,43,66,88,126,148,191],"measured":[16],"with":[17,123],"wet":[18,55],"electrodes":[19,131],"may":[20,33],"be":[21],"unsuitable":[22],"long-term":[24,58],"due":[26,73],"to":[27,54,74,78,172],"the":[28,81,114,124,133,143,146,162,180,184,189,198],"use":[29],"of":[30,64,145,200,209],"gels":[31],"that":[32],"cause":[34],"skin":[35],"problems.":[36],"A":[37],"capacitive":[38,65],"electrode":[39,56],"can":[40],"measure":[41],"an":[42,45,92],"though":[44],"isolating":[46],"layer":[47],"is":[49],"therefore":[50],"a":[51,86],"good":[52],"alternative":[53],"ambulatory":[59],"monitoring.":[60],"However,":[61],"current":[62],"application":[63,208],"(cECG)":[67],"focuses":[68],"mainly":[69],"on":[70,195],"heart-rate":[71],"analysis":[72,202],"its":[75],"high":[76,186],"sensitivity":[77],"noise.":[79],"In":[80],"present":[82],"study,":[83],"by":[84,113],"using":[85,129,132,203],"dynamic":[87],"model,":[89],"we":[90],"propose":[91],"extended":[93],"Kalman":[94],"filter":[95],"(EKF)":[96],"cECG":[98,103,119],"noise":[99],"removal.":[100],"For":[101],"evaluation,":[102],"signals":[104],"were":[105,120,157],"recorded":[106,127],"from":[107,165],"8":[108],"healthy":[109],"subjects":[110],"processed":[112],"proposed":[115],"method.":[116],"The":[117],"denoised":[118],"then":[121],"compared":[122],"traditional":[125],"simultaneously":[128],"gel":[130],"Pearson's":[134],"correlation":[135],"coefficient":[136],"(CC)":[137],"as":[138,151],"performance":[139],"metric.":[140],"To":[141],"assess":[142],"quality":[144],"detailed":[147,190],"waveform,":[149],"such":[150],"P":[152],"T":[154],"waves,":[155,192],"CCs":[156],"also":[158],"calculated":[159],"after":[160],"removing":[161],"QRS":[163],"complex":[164],"both":[166,177],"signals.":[167],"Our":[168],"results":[169,175],"show":[170],"EKF":[171],"produce":[173],"promising":[174],"in":[176,188],"CCs,":[178],"outperforming":[179],"state-of-the-art":[181],"methods.":[182],"Particularly,":[183],"observed":[185],"CC":[187],"i.e.,":[193],"0.81":[194],"average,":[196],"indicates":[197],"feasibility":[199],"morphological":[201],"cECG,":[204],"enabling":[205],"possible":[206],"clinical":[207],"cECG.":[210]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}