{"id":"https://openalex.org/W4410583531","doi":"https://doi.org/10.1109/isc260477.2024.11004273","title":"An Adaptive Momentum Driven Variable Step-Size Filtered-X Weight Accumulated LMS for Improved HNANC","display_name":"An Adaptive Momentum Driven Variable Step-Size Filtered-X Weight Accumulated LMS for Improved HNANC","publication_year":2024,"publication_date":"2024-10-29","ids":{"openalex":"https://openalex.org/W4410583531","doi":"https://doi.org/10.1109/isc260477.2024.11004273"},"language":"en","primary_location":{"id":"doi:10.1109/isc260477.2024.11004273","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isc260477.2024.11004273","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Smart Cities Conference (ISC2)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5091878926","display_name":"Asutosh Kar","orcid":"https://orcid.org/0000-0003-0011-0069"},"institutions":[{"id":"https://openalex.org/I70971781","display_name":"Dr. B. R. Ambedkar National Institute of Technology Jalandhar","ror":"https://ror.org/03xt0bg88","country_code":"IN","type":"education","lineage":["https://openalex.org/I70971781"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Asutosh Kar","raw_affiliation_strings":["Dr B R Ambedkar National Institute of Technology,Department of Electronics and Communication Engineering,Jalandhar,Punjab,144008"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dr B R Ambedkar National Institute of Technology,Department of Electronics and Communication Engineering,Jalandhar,Punjab,144008","institution_ids":["https://openalex.org/I70971781"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5116594612","display_name":"Pradeep K. Shill","orcid":null},"institutions":[{"id":"https://openalex.org/I70971781","display_name":"Dr. B. R. Ambedkar National Institute of Technology Jalandhar","ror":"https://ror.org/03xt0bg88","country_code":"IN","type":"education","lineage":["https://openalex.org/I70971781"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pradeep K. Shill","raw_affiliation_strings":["Dr B R Ambedkar National Institute of Technology,Department of Electronics and Communication Engineering,Jalandhar,Punjab,144008"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dr B R Ambedkar National Institute of Technology,Department of Electronics and Communication Engineering,Jalandhar,Punjab,144008","institution_ids":["https://openalex.org/I70971781"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I70971781"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"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/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.9783999919891357,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9775999784469604,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/variable","display_name":"Variable (mathematics)","score":0.5845196843147278},{"id":"https://openalex.org/keywords/momentum","display_name":"Momentum (technical analysis)","score":0.47354811429977417},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.38988927006721497},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.3524770736694336},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.32043036818504333},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.1536494791507721}],"concepts":[{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.5845196843147278},{"id":"https://openalex.org/C60718061","wikidata":"https://www.wikidata.org/wiki/Q1414747","display_name":"Momentum (technical analysis)","level":2,"score":0.47354811429977417},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.38988927006721497},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.3524770736694336},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.32043036818504333},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.1536494791507721},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isc260477.2024.11004273","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isc260477.2024.11004273","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Smart Cities Conference (ISC2)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.7900000214576721,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W301580760","https://openalex.org/W1275922434","https://openalex.org/W2073534488","https://openalex.org/W2191803761","https://openalex.org/W2518932326","https://openalex.org/W2725700250","https://openalex.org/W2778840617","https://openalex.org/W2895884044","https://openalex.org/W2903344356","https://openalex.org/W2903907190","https://openalex.org/W2915888401","https://openalex.org/W2916025297","https://openalex.org/W2939461856","https://openalex.org/W2940511576","https://openalex.org/W2982301164","https://openalex.org/W2995111607","https://openalex.org/W4388914618"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4391375266","https://openalex.org/W2935759653","https://openalex.org/W3105167352","https://openalex.org/W54078636","https://openalex.org/W2954470139","https://openalex.org/W1501425562","https://openalex.org/W2902782467","https://openalex.org/W3084825885"],"abstract_inverted_index":{"In":[0],"the":[1,56,67,97,102,112,126,129,161],"scope":[2],"of":[3,8,101,125],"this":[4],"paper,":[5],"a":[6,20],"group":[7],"adaptive":[9],"algorithms":[10,33,163],"with":[11,85],"variable":[12,58],"step":[13,45,59],"size":[14,46,60],"(VSS)":[15],"is":[16],"designed":[17],"specifically":[18],"for":[19,119],"hybrid":[21],"narrow-band":[22],"active":[23],"noise":[24,39,87,132],"control":[25],"(HNANC)":[26],"system.":[27,122],"Traditional":[28],"least":[29,115],"mean":[30,116],"squares":[31],"(LMS)":[32],"often":[34],"face":[35],"challenges":[36],"in":[37,82,131,139,164],"dynamic":[38],"environments":[40],"due":[41],"to":[42,77,110,166],"their":[43,167],"fixed":[44],"and":[47,66,80,134,144,150],"slow":[48],"convergence":[49],"rates.":[50],"To":[51],"overcome":[52],"these":[53,107],"limitations,":[54],"both":[55],"momentum":[57,99],"filtered-x":[61,69],"weight":[62,113],"accumulated":[63,114],"LMS":[64,70],"algorithm":[65,71],"VSS":[68],"are":[72],"presented":[73],"as":[74,147],"potential":[75],"solutions":[76],"enhance":[78],"precision":[79],"stability":[81],"an":[83,120],"environment":[84],"numerous":[86],"effects.":[88],"The":[89,123],"proposed":[90,162],"approach":[91],"utilizes":[92],"VSS,":[93],"which":[94,156],"derives":[95],"from":[96],"varying":[98],"factor":[100],"variable.":[103],"Additionally,":[104],"it":[105],"integrates":[106],"two":[108],"factors":[109],"drive":[111],"square":[117],"technique":[118],"HNANC":[121],"results":[124],"simulation":[127],"validate":[128],"enhancement":[130],"mitigation":[133],"its":[135],"practical":[136],"application,":[137],"particularly":[138],"devices":[140],"requiring":[141],"high":[142],"adaptability":[143],"performance,":[145],"such":[146],"hearing":[148],"aids":[149],"headphones":[151],"that":[152],"restrict":[153],"background":[154],"noise,":[155],"can":[157],"be":[158],"accomplished":[159],"using":[160],"comparison":[165],"existing":[168],"alternatives.":[169]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
