{"id":"https://openalex.org/W4396528889","doi":"https://doi.org/10.1109/tim.2024.3395327","title":"Adaptive Subband Forward Blind Source Separation Algorithms Based on Kalman Mechanism","display_name":"Adaptive Subband Forward Blind Source Separation Algorithms Based on Kalman Mechanism","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4396528889","doi":"https://doi.org/10.1109/tim.2024.3395327"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2024.3395327","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2024.3395327","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Transactions on Instrumentation and Measurement","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/A5101608789","display_name":"Jianhong Ye","orcid":"https://orcid.org/0009-0009-5544-0912"},"institutions":[{"id":"https://openalex.org/I1297991670","display_name":"Southwest University of Science and Technology","ror":"https://ror.org/04d996474","country_code":"CN","type":"education","lineage":["https://openalex.org/I1297991670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianhong Ye","raw_affiliation_strings":["School of Information Engineering, Southwest University of Science and Technology, Mianyang, China"],"raw_orcid":"https://orcid.org/0009-0009-5544-0912","affiliations":[{"raw_affiliation_string":"School of Information Engineering, Southwest University of Science and Technology, Mianyang, China","institution_ids":["https://openalex.org/I1297991670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063695842","display_name":"Yi Yu","orcid":"https://orcid.org/0000-0003-3790-0945"},"institutions":[{"id":"https://openalex.org/I1297991670","display_name":"Southwest University of Science and Technology","ror":"https://ror.org/04d996474","country_code":"CN","type":"education","lineage":["https://openalex.org/I1297991670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Yu","raw_affiliation_strings":["School of Information Engineering, Southwest University of Science and Technology, Mianyang, China"],"raw_orcid":"https://orcid.org/0000-0003-3790-0945","affiliations":[{"raw_affiliation_string":"School of Information Engineering, Southwest University of Science and Technology, Mianyang, China","institution_ids":["https://openalex.org/I1297991670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020467027","display_name":"Yuriy Zakharov","orcid":"https://orcid.org/0000-0002-2193-4334"},"institutions":[{"id":"https://openalex.org/I52099693","display_name":"University of York","ror":"https://ror.org/04m01e293","country_code":"GB","type":"education","lineage":["https://openalex.org/I52099693"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yuriy Zakharov","raw_affiliation_strings":["School of Physics, Engineering and Technology, University of York, York, U.K"],"raw_orcid":"https://orcid.org/0000-0002-2193-4334","affiliations":[{"raw_affiliation_string":"School of Physics, Engineering and Technology, University of York, York, U.K","institution_ids":["https://openalex.org/I52099693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072750031","display_name":"Zhigang Liu","orcid":"https://orcid.org/0000-0003-4154-5587"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhigang Liu","raw_affiliation_strings":["School of Electrical Engineering, Southwest Jiaotong University, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0003-4154-5587","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Southwest Jiaotong University, Chengdu, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103144137","display_name":"Hongsen He","orcid":"https://orcid.org/0000-0001-5232-4013"},"institutions":[{"id":"https://openalex.org/I1297991670","display_name":"Southwest University of Science and Technology","ror":"https://ror.org/04d996474","country_code":"CN","type":"education","lineage":["https://openalex.org/I1297991670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongsen He","raw_affiliation_strings":["School of Information Engineering, Southwest University of Science and Technology, Mianyang, China"],"raw_orcid":"https://orcid.org/0000-0001-5232-4013","affiliations":[{"raw_affiliation_string":"School of Information Engineering, Southwest University of Science and Technology, Mianyang, China","institution_ids":["https://openalex.org/I1297991670"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4885,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.81352983,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"73","issue":null,"first_page":"1","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9990000128746033,"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"}},{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.998199999332428,"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"}},{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.7519732713699341},{"id":"https://openalex.org/keywords/blind-signal-separation","display_name":"Blind signal separation","score":0.7506450414657593},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5937634110450745},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5806892514228821},{"id":"https://openalex.org/keywords/source-separation","display_name":"Source separation","score":0.5237436294555664},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.5211817622184753},{"id":"https://openalex.org/keywords/separation","display_name":"Separation (statistics)","score":0.4878885746002197},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.37979254126548767},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29395821690559387},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.16350972652435303},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.14072996377944946},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1206217110157013},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.07847633957862854}],"concepts":[{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.7519732713699341},{"id":"https://openalex.org/C120317606","wikidata":"https://www.wikidata.org/wiki/Q17105967","display_name":"Blind signal separation","level":3,"score":0.7506450414657593},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5937634110450745},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5806892514228821},{"id":"https://openalex.org/C2776864781","wikidata":"https://www.wikidata.org/wiki/Q52617913","display_name":"Source separation","level":2,"score":0.5237436294555664},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.5211817622184753},{"id":"https://openalex.org/C2776061190","wikidata":"https://www.wikidata.org/wiki/Q7451805","display_name":"Separation (statistics)","level":2,"score":0.4878885746002197},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.37979254126548767},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29395821690559387},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.16350972652435303},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.14072996377944946},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1206217110157013},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.07847633957862854},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2024.3395327","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2024.3395327","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Transactions on Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2095572309","display_name":null,"funder_award_id":"2023YFG0260","funder_id":"https://openalex.org/F4320322922","funder_display_name":"Department of Science and Technology of Sichuan Province"},{"id":"https://openalex.org/G4798944446","display_name":null,"funder_award_id":"EP/R003297/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G7324147978","display_name":null,"funder_award_id":"EP/V009591/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8778937741","display_name":"\u57fa\u4e8e\u9ea6\u514b\u98ce\u9635\u5217\u7684\u9c81\u68d2\u8bed\u97f3\u53bb\u6df7\u54cd\u7814\u7a76","funder_award_id":"62071399","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/F4320322922","display_name":"Department of Science and Technology of Sichuan Province","ror":"https://ror.org/04323m874"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W285277413","https://openalex.org/W1939850887","https://openalex.org/W1981452735","https://openalex.org/W1983554408","https://openalex.org/W1983784908","https://openalex.org/W1994480841","https://openalex.org/W2004625633","https://openalex.org/W2007233728","https://openalex.org/W2031820693","https://openalex.org/W2032474878","https://openalex.org/W2046666101","https://openalex.org/W2054429209","https://openalex.org/W2062756780","https://openalex.org/W2066947968","https://openalex.org/W2107860279","https://openalex.org/W2115972678","https://openalex.org/W2139497801","https://openalex.org/W2154485269","https://openalex.org/W2266530968","https://openalex.org/W2293971056","https://openalex.org/W2346836781","https://openalex.org/W2355119923","https://openalex.org/W2412956798","https://openalex.org/W2510333599","https://openalex.org/W2528648358","https://openalex.org/W2896550777","https://openalex.org/W2934569041","https://openalex.org/W2943290980","https://openalex.org/W2946177253","https://openalex.org/W2951837999","https://openalex.org/W2972291529","https://openalex.org/W2973934059","https://openalex.org/W3034317833","https://openalex.org/W3113339990","https://openalex.org/W3147919453","https://openalex.org/W3170831303","https://openalex.org/W3190131134","https://openalex.org/W3210720055","https://openalex.org/W4206634335","https://openalex.org/W4211264489","https://openalex.org/W4226297885","https://openalex.org/W4238437639","https://openalex.org/W4309348343","https://openalex.org/W4376607952","https://openalex.org/W4383503632","https://openalex.org/W4386212353","https://openalex.org/W4386702664","https://openalex.org/W6681322442","https://openalex.org/W6706348370"],"related_works":["https://openalex.org/W1509813908","https://openalex.org/W2031820693","https://openalex.org/W3024816962","https://openalex.org/W973023320","https://openalex.org/W1910172735","https://openalex.org/W2118307209","https://openalex.org/W2107364365","https://openalex.org/W2539388437","https://openalex.org/W2107688514","https://openalex.org/W2137288760"],"abstract_inverted_index":{"In":[0],"forward":[1],"blind":[2],"source":[3,198],"separation":[4],"(FBSS)":[5],"scenarios,":[6],"subband":[7,48,102],"adaptive":[8,162,165,182],"filtering":[9,124],"(SAF)":[10],"algorithms":[11,24],"provide":[12,106],"fast":[13,108],"convergence":[14,72,109],"due":[15],"to":[16,100,105,149,175],"the":[17,32,35,71,91,101,115,122,127,137,144,151,158,161,177,192,196,202,205,219],"SAF":[18,23,58,63],"decorrelation":[19],"ability.":[20],"However,":[21],"existing":[22,224],"suffer":[25],"from":[26,31],"a":[27,44,54,61,68,169],"signal":[28],"delay":[29],"stemmed":[30],"utilization":[33],"of":[34,96,121,136,143,160,180,195,204],"synthesis":[36],"filters.":[37],"To":[38],"solve":[39],"this":[40,79],"problem,":[41],"we":[42,184],"propose":[43],"delayless":[45,55],"multisampled":[46,56],"multiband-structured":[47],"FBSS":[49,129,166],"(DMSFBSS)":[50],"algorithm":[51,88,117,138,146,222],"by":[52,81],"inserting":[53],"multiband":[57],"structure.":[59,130],"For":[60],"fixed":[62],"step-size,":[64],"there":[65],"is":[66,118,147],"also":[67,132],"tradeoff":[69],"between":[70],"speed":[73],"and":[74,110,213],"steady-state":[75,112],"error.":[76],"We":[77,131],"break":[78],"relationship":[80],"further":[82],"developing":[83],"an":[84,119,134],"optimal":[85],"DMSFBSS":[86,97],"(ODMSFBSS)":[87],"that":[89,218],"minimizes":[90],"mean":[92],"squared":[93],"deviation":[94],"(MSD)":[95],"with":[98],"respect":[99],"gain":[103],"vectors,":[104],"simultaneously":[107],"low":[111,214],"behavior.":[113],"Intrinsically,":[114],"ODMSFBSS":[116,145,207,221],"extension":[120],"Kalman":[123],"theory":[125],"over":[126],"subband-based":[128],"present":[133],"analysis":[135],"stability.":[139],"A":[140],"vectorized":[141],"implementation":[142],"proposed":[148,206,220],"reduce":[150],"computational":[152],"complexity":[153],"from$\\mathcal":[154],"{O}(L^{2})$to$\\mathcal":[155],"{O}(L)$,":[156],"where$L$is":[157],"length":[159],"filter.":[163],"Since":[164],"scenarios":[167],"require":[168],"voice":[170],"activity":[171],"detection":[172],"(VAD)":[173],"technique":[174],"control":[176],"alternating":[178],"update":[179],"two":[181,186],"filters,":[183],"develop":[185],"VAD":[187],"approaches":[188],"not":[189],"relying":[190],"on":[191],"priori":[193],"knowledge":[194],"speech":[197],"signal,":[199],"thereby":[200],"guaranteeing":[201],"practicability":[203],"algorithm.":[208],"Simulation":[209],"results":[210],"in":[211],"high":[212],"SNR":[215],"environments":[216],"confirm":[217],"outperforms":[223],"state-of-the-art":[225],"algorithms.":[226]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}