{"id":"https://openalex.org/W4416798582","doi":"https://doi.org/10.1109/apsipaasc65261.2025.11249224","title":"Continual Learning-Based Selective Fixed-Filter Active Noise Control","display_name":"Continual Learning-Based Selective Fixed-Filter Active Noise Control","publication_year":2025,"publication_date":"2025-10-22","ids":{"openalex":"https://openalex.org/W4416798582","doi":"https://doi.org/10.1109/apsipaasc65261.2025.11249224"},"language":null,"primary_location":{"id":"doi:10.1109/apsipaasc65261.2025.11249224","is_oa":false,"landing_page_url":"https://doi.org/10.1109/apsipaasc65261.2025.11249224","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":null,"display_name":"Jingsong Xiao","orcid":null},"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":"Jingsong Xiao","raw_affiliation_strings":["Nanyang Technological University,Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Technological University,Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064367564","display_name":"Qirui Huang","orcid":"https://orcid.org/0009-0007-9491-7950"},"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":"Qirui Huang","raw_affiliation_strings":["Nanyang Technological University,Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Technological University,Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.32167984,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"435","last_page":"440"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.932699978351593,"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":0.932699978351593,"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/T10860","display_name":"Speech and Audio Processing","score":0.01759999990463257,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.011699999682605267,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6353999972343445},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.6244999766349792},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.5437999963760376},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.5220999717712402},{"id":"https://openalex.org/keywords/active-noise-control","display_name":"Active noise control","score":0.5109000205993652},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.444599986076355},{"id":"https://openalex.org/keywords/noise-control","display_name":"Noise control","score":0.41769999265670776},{"id":"https://openalex.org/keywords/forgetting","display_name":"Forgetting","score":0.3675999939441681}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6510000228881836},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6353999972343445},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6244999766349792},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.5437999963760376},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.5220999717712402},{"id":"https://openalex.org/C100342000","wikidata":"https://www.wikidata.org/wiki/Q583234","display_name":"Active noise control","level":3,"score":0.5109000205993652},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.444599986076355},{"id":"https://openalex.org/C116822448","wikidata":"https://www.wikidata.org/wiki/Q1879301","display_name":"Noise control","level":3,"score":0.41769999265670776},{"id":"https://openalex.org/C7149132","wikidata":"https://www.wikidata.org/wiki/Q1377840","display_name":"Forgetting","level":2,"score":0.3675999939441681},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3499000072479248},{"id":"https://openalex.org/C29265498","wikidata":"https://www.wikidata.org/wiki/Q7047719","display_name":"Noise measurement","level":3,"score":0.34869998693466187},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.34220001101493835},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3278999924659729},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.32409998774528503},{"id":"https://openalex.org/C2988494973","wikidata":"https://www.wikidata.org/wiki/Q179448","display_name":"Noise immunity","level":3,"score":0.3224000036716461},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3167000114917755},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3124000132083893},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.3052999973297119},{"id":"https://openalex.org/C31531917","wikidata":"https://www.wikidata.org/wiki/Q915157","display_name":"Robust control","level":3,"score":0.2847000062465668},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.2793999910354614},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.27790001034736633},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.2759000062942505}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/apsipaasc65261.2025.11249224","is_oa":false,"landing_page_url":"https://doi.org/10.1109/apsipaasc65261.2025.11249224","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/W1682403713","https://openalex.org/W1964934788","https://openalex.org/W2020074877","https://openalex.org/W2111858761","https://openalex.org/W2115433244","https://openalex.org/W2147952819","https://openalex.org/W2174227032","https://openalex.org/W3115300116","https://openalex.org/W4226214458","https://openalex.org/W4320905491","https://openalex.org/W4366765123","https://openalex.org/W4372268476","https://openalex.org/W4375869303","https://openalex.org/W4379143821","https://openalex.org/W4384376962","https://openalex.org/W4385486692","https://openalex.org/W4388140101","https://openalex.org/W4388820300","https://openalex.org/W4389317961","https://openalex.org/W4389319251","https://openalex.org/W4391179888","https://openalex.org/W4392173735","https://openalex.org/W4393294847","https://openalex.org/W4399672165","https://openalex.org/W4402284121","https://openalex.org/W4408355582"],"related_works":[],"abstract_inverted_index":{"Selective":[0],"fixed-filter":[1],"active":[2],"noise":[3,39,46,76,109,138],"control":[4,23],"(SFANC)":[5],"has":[6],"been":[7],"widely":[8],"applied":[9,58],"in":[10,48,85,143],"ANC":[11],"systems":[12],"due":[13],"to":[14,17,42,59,68,74,94,129],"its":[15],"capability":[16,133],"dynamically":[18],"select":[19],"the":[20,27,43,51,70,96,104,123,126,131],"most":[21],"appropriate":[22],"filters":[24],"based":[25],"on":[26,36,112],"incoming":[28],"noise.":[29],"Existing":[30],"SFANC":[31,73],"algorithms":[32],"are":[33],"mainly":[34],"trained":[35],"single":[37],"specific":[38],"dataset.":[40],"Due":[41],"diversity":[44],"of":[45,72,98,125,134],"types":[47],"real":[49],"life,":[50],"continual":[52],"learning":[53],"(CL)":[54],"technique":[55],"could":[56],"be":[57],"SFANC,":[60],"which":[61],"allows":[62],"multi-task":[63],"sequential":[64],"training":[65],"and":[66],"helps":[67],"enhance":[69,130],"adaptability":[71],"complex":[75],"scenarios.":[77,146],"However,":[78],"catastrophic":[79],"forgetting":[80],"is":[81],"an":[82],"inherent":[83],"problem":[84],"CL.":[86],"The":[87],"exact":[88],"replay":[89],"method":[90],"was":[91],"then":[92],"employed":[93],"mitigate":[95],"effect":[97],"forgetting.":[99,119],"Experimental":[100],"results":[101,111],"demonstrate":[102],"that":[103],"proposed":[105,127],"algorithm":[106,128],"maintains":[107],"satisfactory":[108],"reduction":[110],"previously":[113],"learned":[114],"tasks":[115],"while":[116],"effectively":[117],"mitigating":[118],"Such":[120],"improvement":[121],"highlights":[122],"ability":[124],"generalization":[132],"models":[135],"across":[136],"diverse":[137],"types,":[139],"achieving":[140],"more":[141],"robustness":[142],"complicated":[144],"realistic":[145]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-11-28T00:00:00"}
