{"id":"https://openalex.org/W4416799845","doi":"https://doi.org/10.1109/apsipaasc65261.2025.11249380","title":"Applying Model-Agnostic Meta-Learning with Iterative Dichotomiser 3 for Alternating-Switching Active Noise Control Systems","display_name":"Applying Model-Agnostic Meta-Learning with Iterative Dichotomiser 3 for Alternating-Switching Active Noise Control Systems","publication_year":2025,"publication_date":"2025-10-22","ids":{"openalex":"https://openalex.org/W4416799845","doi":"https://doi.org/10.1109/apsipaasc65261.2025.11249380"},"language":null,"primary_location":{"id":"doi:10.1109/apsipaasc65261.2025.11249380","is_oa":false,"landing_page_url":"https://doi.org/10.1109/apsipaasc65261.2025.11249380","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)","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/A5085535523","display_name":"Xiaoyi Shen","orcid":"https://orcid.org/0000-0003-4883-3514"},"institutions":[{"id":"https://openalex.org/I4210099069","display_name":"Institute of Acoustics","ror":"https://ror.org/00v8rqv75","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210099069"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyi Shen","raw_affiliation_strings":["Institute of Acoustics, Chinese Academy of Sciences,State Key Laboratory of Acoustics and Marine Information"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Acoustics, Chinese Academy of Sciences,State Key Laboratory of Acoustics and Marine Information","institution_ids":["https://openalex.org/I4210099069"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007698128","display_name":"Dongyuan Shi","orcid":"https://orcid.org/0000-0003-0768-6386"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]},{"id":"https://openalex.org/I99418890","display_name":"Northwestern Polytechnic University","ror":"https://ror.org/05wn69s11","country_code":"US","type":"education","lineage":["https://openalex.org/I99418890"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Dongyuan Shi","raw_affiliation_strings":["Northwestern Polytechnical University,Center of Intelligent Acoustics and Immersive Communications"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University,Center of Intelligent Acoustics and Immersive Communications","institution_ids":["https://openalex.org/I17145004","https://openalex.org/I99418890"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072584895","display_name":"Woon\u2010Seng Gan","orcid":"https://orcid.org/0000-0002-7143-1823"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Woon-Seng Gan","raw_affiliation_strings":["Nanyang Technological University.,Digital Signal Processing Lab"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Technological University.,Digital Signal Processing Lab","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101526258","display_name":"Jun Yang","orcid":"https://orcid.org/0000-0003-3449-008X"},"institutions":[{"id":"https://openalex.org/I4210099069","display_name":"Institute of Acoustics","ror":"https://ror.org/00v8rqv75","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210099069"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Yang","raw_affiliation_strings":["Institute of Acoustics, Chinese Academy of Sciences,State Key Laboratory of Acoustics and Marine Information"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Acoustics, Chinese Academy of Sciences,State Key Laboratory of Acoustics and Marine Information","institution_ids":["https://openalex.org/I4210099069"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.33125724,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"352","last_page":"357"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.951200008392334,"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":0.951200008392334,"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/T11236","display_name":"Control Systems and Identification","score":0.03530000150203705,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T11206","display_name":"Model Reduction and Neural Networks","score":0.002099999925121665,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.7644000053405762},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6805999875068665},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.6327000260353088},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.6146000027656555},{"id":"https://openalex.org/keywords/active-noise-control","display_name":"Active noise control","score":0.5259000062942505},{"id":"https://openalex.org/keywords/iterative-method","display_name":"Iterative method","score":0.4932999908924103},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.4821999967098236},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.4693000018596649},{"id":"https://openalex.org/keywords/adaptive-control","display_name":"Adaptive control","score":0.4352000057697296}],"concepts":[{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.7644000053405762},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6805999875068665},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6327000260353088},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.6146000027656555},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5446000099182129},{"id":"https://openalex.org/C100342000","wikidata":"https://www.wikidata.org/wiki/Q583234","display_name":"Active noise control","level":3,"score":0.5259000062942505},{"id":"https://openalex.org/C159694833","wikidata":"https://www.wikidata.org/wiki/Q2321565","display_name":"Iterative method","level":2,"score":0.4932999908924103},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.4821999967098236},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.4693000018596649},{"id":"https://openalex.org/C107464732","wikidata":"https://www.wikidata.org/wiki/Q235781","display_name":"Adaptive control","level":3,"score":0.4352000057697296},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.412200003862381},{"id":"https://openalex.org/C91575142","wikidata":"https://www.wikidata.org/wiki/Q1971426","display_name":"Optimal control","level":2,"score":0.3953000009059906},{"id":"https://openalex.org/C86781634","wikidata":"https://www.wikidata.org/wiki/Q2478325","display_name":"Environmental noise","level":3,"score":0.39010000228881836},{"id":"https://openalex.org/C2778334786","wikidata":"https://www.wikidata.org/wiki/Q1586270","display_name":"Variation (astronomy)","level":2,"score":0.35530000925064087},{"id":"https://openalex.org/C29265498","wikidata":"https://www.wikidata.org/wiki/Q7047719","display_name":"Noise measurement","level":3,"score":0.33730000257492065},{"id":"https://openalex.org/C117619785","wikidata":"https://www.wikidata.org/wiki/Q6094414","display_name":"Iterative learning control","level":3,"score":0.30300000309944153},{"id":"https://openalex.org/C116822448","wikidata":"https://www.wikidata.org/wiki/Q1879301","display_name":"Noise control","level":3,"score":0.302700012922287},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.29350000619888306},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.28859999775886536},{"id":"https://openalex.org/C2776003309","wikidata":"https://www.wikidata.org/wiki/Q1988072","display_name":"Adaptive algorithm","level":2,"score":0.28839999437332153},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.2822999954223633},{"id":"https://openalex.org/C52970973","wikidata":"https://www.wikidata.org/wiki/Q2497134","display_name":"Adaptive system","level":2,"score":0.28130000829696655},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.27810001373291016},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.2703999876976013},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.26170000433921814},{"id":"https://openalex.org/C57869625","wikidata":"https://www.wikidata.org/wiki/Q1783502","display_name":"Rate of convergence","level":3,"score":0.2531999945640564},{"id":"https://openalex.org/C143587482","wikidata":"https://www.wikidata.org/wiki/Q1543216","display_name":"Iterative and incremental development","level":2,"score":0.2517000138759613}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/apsipaasc65261.2025.11249380","is_oa":false,"landing_page_url":"https://doi.org/10.1109/apsipaasc65261.2025.11249380","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W237168799","https://openalex.org/W2036022564","https://openalex.org/W2051537168","https://openalex.org/W2080773601","https://openalex.org/W2147952745","https://openalex.org/W2147952819","https://openalex.org/W2152195021","https://openalex.org/W2169280041","https://openalex.org/W2558233745","https://openalex.org/W2901720572","https://openalex.org/W2949966033","https://openalex.org/W3045734725","https://openalex.org/W3097560113","https://openalex.org/W3105194393","https://openalex.org/W3114104735","https://openalex.org/W3135524058","https://openalex.org/W3137705566","https://openalex.org/W4205386344","https://openalex.org/W4226101471","https://openalex.org/W4296773063","https://openalex.org/W4310235760","https://openalex.org/W4372260138","https://openalex.org/W4378895245","https://openalex.org/W4379011819","https://openalex.org/W4388820659","https://openalex.org/W4389076313","https://openalex.org/W4391179888"],"related_works":[],"abstract_inverted_index":{"The":[0],"convergence":[1,48],"speed":[2],"of":[3,15,101,108,117],"adaptive":[4],"algorithms":[5],"has":[6,35],"a":[7,40,122],"significant":[8],"impact":[9],"on":[10],"the":[11,16,54,66,80,89,99,115,118],"dynamic":[12],"noise":[13,18],"reduction":[14],"active":[17],"control":[19,81],"(ANC)":[20],"system.":[21],"Compared":[22],"to":[23,38,97],"some":[24],"conventional":[25],"approaches":[26],"(variable":[27],"step":[28],"size,":[29],"etc.),":[30],"model-agnostic":[31],"meta-learning":[32],"(MAML)":[33],"initialization":[34],"been":[36],"demonstrated":[37],"be":[39],"low-cost":[41],"but":[42],"highly":[43],"efficient":[44],"method":[45,120],"for":[46,62,103],"improving":[47],"speed.":[49],"However,":[50],"MAML":[51],"only":[52],"initiates":[53],"optimal":[55],"weights":[56],"one":[57],"time":[58],"and":[59,110],"cannot":[60],"account":[61],"environmental":[63,105],"variation":[64,106],"during":[65],"ANC":[67],"process.":[68],"Hence,":[69],"this":[70],"paper":[71],"proposes":[72],"an":[73],"alternating":[74],"switching":[75],"mechanism":[76],"(ASM)":[77],"that":[78],"re-initializes":[79],"filter's":[82],"weight":[83],"when":[84],"detecting":[85],"acoustic":[86,124],"variations.":[87],"Furthermore,":[88],"iterative":[90],"dichotomiser":[91],"3":[92],"(ID3)":[93],"algorithm":[94],"is":[95],"utilized":[96],"determine":[98],"threshold":[100],"ASM":[102],"identifying":[104],"instead":[107],"trial":[109],"error.":[111],"Numerical":[112],"simulations":[113],"demonstrate":[114],"effectiveness":[116],"proposed":[119],"in":[121],"varying":[123],"environment.":[125]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-11-28T00:00:00"}
