{"id":"https://openalex.org/W7128437348","doi":"https://doi.org/10.1109/jiot.2026.3662447","title":"A Novel Dynamic-State HRV Detection Method for a GCG-Based Chest Band With a MEMS IMU","display_name":"A Novel Dynamic-State HRV Detection Method for a GCG-Based Chest Band With a MEMS IMU","publication_year":2026,"publication_date":"2026-02-09","ids":{"openalex":"https://openalex.org/W7128437348","doi":"https://doi.org/10.1109/jiot.2026.3662447"},"language":null,"primary_location":{"id":"doi:10.1109/jiot.2026.3662447","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2026.3662447","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-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/A5125442891","display_name":"Chunhua He","orcid":null},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chunhua He","raw_affiliation_strings":["School of Computer, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-0826-3596","affiliations":[{"raw_affiliation_string":"School of Computer, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103154297","display_name":"Jian Zhan","orcid":"https://orcid.org/0000-0002-8132-2946"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Zhan","raw_affiliation_strings":["School of Computer, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125454514","display_name":"Xiaoman Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoman Wang","raw_affiliation_strings":["School of Computer, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125468484","display_name":"Shangle Ye","orcid":null},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shangle Ye","raw_affiliation_strings":["School of Computer, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125447514","display_name":"Heng Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Heng Wu","raw_affiliation_strings":["School of Automation, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-0832-2218","affiliations":[{"raw_affiliation_string":"School of Automation, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018539698","display_name":"Maojin Liang","orcid":null},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]},{"id":"https://openalex.org/I4210097354","display_name":"Sun Yat-sen Memorial Hospital","ror":"https://ror.org/01px77p81","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210097354"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Maojin Liang","raw_affiliation_strings":["Department of Otolaryngology, Sun Yat-Sen Memorial Hospital of Sun Yat-Sen University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Otolaryngology, Sun Yat-Sen Memorial Hospital of Sun Yat-Sen University, Guangzhou, China","institution_ids":["https://openalex.org/I4210097354","https://openalex.org/I157773358"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022558754","display_name":"Songqing Deng","orcid":"https://orcid.org/0000-0002-9785-8980"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]},{"id":"https://openalex.org/I4210128921","display_name":"The First Affiliated Hospital, Sun Yat-sen University","ror":"https://ror.org/037p24858","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210128921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Songqing Deng","raw_affiliation_strings":["Department of Obstetrics and Gynecology, Guangxi Hospital Division, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Obstetrics and Gynecology, Guangxi Hospital Division, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I4210128921","https://openalex.org/I157773358"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5125442891"],"corresponding_institution_ids":["https://openalex.org/I139024713"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.26691755,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":"8","first_page":"17553","last_page":"17561"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.991100013256073,"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"}},"topics":[{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.991100013256073,"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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.0017000000225380063,"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/T10977","display_name":"Optical Imaging and Spectroscopy Techniques","score":0.000699999975040555,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/inertial-measurement-unit","display_name":"Inertial measurement unit","score":0.7170000076293945},{"id":"https://openalex.org/keywords/heart-rate-variability","display_name":"Heart rate variability","score":0.6236000061035156},{"id":"https://openalex.org/keywords/electrocardiography","display_name":"Electrocardiography","score":0.5091999769210815},{"id":"https://openalex.org/keywords/heart-rate","display_name":"Heart rate","score":0.45719999074935913},{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.45410001277923584},{"id":"https://openalex.org/keywords/ballistocardiography","display_name":"Ballistocardiography","score":0.44780001044273376},{"id":"https://openalex.org/keywords/remote-patient-monitoring","display_name":"Remote patient monitoring","score":0.43140000104904175},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.40849998593330383},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.3747999966144562}],"concepts":[{"id":"https://openalex.org/C79061980","wikidata":"https://www.wikidata.org/wiki/Q941680","display_name":"Inertial measurement unit","level":2,"score":0.7170000076293945},{"id":"https://openalex.org/C71635504","wikidata":"https://www.wikidata.org/wiki/Q933954","display_name":"Heart rate variability","level":4,"score":0.6236000061035156},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6212000250816345},{"id":"https://openalex.org/C2780040984","wikidata":"https://www.wikidata.org/wiki/Q79785","display_name":"Electrocardiography","level":2,"score":0.5091999769210815},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47749999165534973},{"id":"https://openalex.org/C2777953023","wikidata":"https://www.wikidata.org/wiki/Q1073121","display_name":"Heart rate","level":3,"score":0.45719999074935913},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.45410001277923584},{"id":"https://openalex.org/C2779611634","wikidata":"https://www.wikidata.org/wiki/Q4851812","display_name":"Ballistocardiography","level":2,"score":0.44780001044273376},{"id":"https://openalex.org/C175079658","wikidata":"https://www.wikidata.org/wiki/Q7312165","display_name":"Remote patient monitoring","level":2,"score":0.43140000104904175},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40849998593330383},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.3747999966144562},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3513000011444092},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.33809998631477356},{"id":"https://openalex.org/C116390426","wikidata":"https://www.wikidata.org/wiki/Q7187885","display_name":"Photoplethysmogram","level":3,"score":0.3111000061035156},{"id":"https://openalex.org/C158488048","wikidata":"https://www.wikidata.org/wiki/Q483400","display_name":"Gyroscope","level":2,"score":0.3091000020503998},{"id":"https://openalex.org/C138673069","wikidata":"https://www.wikidata.org/wiki/Q322229","display_name":"Tracing","level":2,"score":0.304500013589859},{"id":"https://openalex.org/C293773","wikidata":"https://www.wikidata.org/wiki/Q7608015","display_name":"Step detection","level":3,"score":0.2935999929904938},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.2921000123023987},{"id":"https://openalex.org/C2778134438","wikidata":"https://www.wikidata.org/wiki/Q11490631","display_name":"Cardiac monitoring","level":2,"score":0.29100000858306885},{"id":"https://openalex.org/C151233233","wikidata":"https://www.wikidata.org/wiki/Q47574","display_name":"Units of measurement","level":2,"score":0.2849999964237213},{"id":"https://openalex.org/C2778116611","wikidata":"https://www.wikidata.org/wiki/Q25110567","display_name":"Frequency band","level":3,"score":0.2833000123500824},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.27059999108314514},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.26969999074935913},{"id":"https://openalex.org/C2777093003","wikidata":"https://www.wikidata.org/wiki/Q6508345","display_name":"Lead (geology)","level":2,"score":0.2590999901294708}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2026.3662447","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2026.3662447","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7753589749336243,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G3033908460","display_name":null,"funder_award_id":"2023B0303010004","funder_id":"https://openalex.org/F4320334010","funder_display_name":"Key Research and Development Program of Ningxia"},{"id":"https://openalex.org/G3113111332","display_name":null,"funder_award_id":"2024A1515220127","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"},{"id":"https://openalex.org/G3621835400","display_name":null,"funder_award_id":"2024A1515011168","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"},{"id":"https://openalex.org/G7109941092","display_name":null,"funder_award_id":"U22A2012","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"},{"id":"https://openalex.org/F4320334010","display_name":"Key Research and Development Program of Ningxia","ror":null},{"id":"https://openalex.org/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Detection":[0],"of":[1,52,193,206],"heart":[2,5,166,194],"rate":[3,6,167,195],"and":[4,15,35,40,49,99,108,124,140,168,177,213,242],"variability":[7],"(HRV)":[8],"is":[9,56,106,118,133,199,210,220,240],"highly":[10],"important":[11],"in":[12,158,174,187,217],"health":[13],"monitoring":[14],"medical":[16],"diagnosis,":[17],"especially":[18],"under":[19,94],"the":[20,24,50,103,128,137,142,159,165,175,188,191,203,207,214,225],"exercise":[21,55],"state.":[22],"Currently,":[23],"main":[25],"detection":[26,74,131,143,229],"techniques":[27],"include":[28],"photoplethysmographic":[29],"volumetric":[30],"tracing":[31],"(PPG),":[32],"electrocardiography":[33],"(ECG),":[34],"ballistocardiogram":[36],"(BCG).":[37],"However,":[38],"ECG":[39,157],"BCG":[41],"are":[42,92,151,180],"not":[43],"suitable":[44],"for":[45,76,162],"application":[46],"during":[47,54],"exercise,":[48],"accuracy":[51,192,205,216],"PPG":[53],"greatly":[57],"affected":[58],"by":[59,149,156,172,197],"motion":[60,105],"artifacts,":[61],"requiring":[62],"complex":[63],"analysis":[64],"algorithms.":[65],"Therefore,":[66],"this":[67],"paper":[68],"proposes":[69],"a":[70,77,83,114,233,237],"novel":[71,115],"dynamic-state":[72,227],"HRV":[73,146,169,208,228],"method":[75,117,132,230],"gyrocardiography":[78],"(GCG)-based":[79],"chest":[80,234],"band":[81,235],"with":[82,153,236],"MEMS":[84,238],"inertial":[85],"measurement":[86,123],"unit":[87],"(IMU).":[88],"The":[89,145],"GCG":[90,150,173,198],"signals":[91],"acquired":[93],"three":[95],"states:":[96],"resting,":[97],"jogging,":[98],"running.":[100],"Considering":[101],"that":[102,186],"actual":[104],"diverse":[107],"may":[109],"lead":[110],"to":[111,135],"different":[112],"interference,":[113],"filter":[116],"proposed":[119,134,226],"after":[120],"detailed":[121],"interference":[122],"analysis.":[125],"In":[126],"addition,":[127],"fine":[129],"peak":[130],"avoid":[136],"missed":[138],"peaks":[139],"advance":[141],"accuracy.":[144],"indexes":[147,170,209],"obtained":[148,155,171],"compared":[152],"those":[154],"resting":[160,189],"state":[161,219],"verification.":[163],"Meanwhile,":[164],"jogging":[176,218],"running":[178],"states":[179],"also":[181],"compared.":[182],"Experimental":[183],"results":[184],"indicate":[185],"state,":[190],"measured":[196],"more":[200],"than":[201],"95%,":[202],"average":[204,215],"about":[211],"92%":[212],"89%.":[221],"To":[222],"sum":[223],"up,":[224],"based":[231],"on":[232],"IMU":[239],"effective":[241],"feasible.":[243]},"counts_by_year":[],"updated_date":"2026-04-09T06:08:40.794217","created_date":"2026-02-10T00:00:00"}