{"id":"https://openalex.org/W4377079710","doi":"https://doi.org/10.1109/tcsii.2023.3277690","title":"Alternate Implementation of NSAF and NLMS Learning Rules for Adaptive Filters","display_name":"Alternate Implementation of NSAF and NLMS Learning Rules for Adaptive Filters","publication_year":2023,"publication_date":"2023-05-18","ids":{"openalex":"https://openalex.org/W4377079710","doi":"https://doi.org/10.1109/tcsii.2023.3277690"},"language":"en","primary_location":{"id":"doi:10.1109/tcsii.2023.3277690","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/tcsii.2023.3277690","pdf_url":null,"source":{"id":"https://openalex.org/S93916849","display_name":"IEEE Transactions on Circuits & Systems II Express Briefs","issn_l":"1549-7747","issn":["1549-7747","1558-3791"],"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 Circuits and Systems II: Express Briefs","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/A5100343476","display_name":"Ke Li","orcid":"https://orcid.org/0000-0002-1402-4893"},"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":"Ke Li","raw_affiliation_strings":["School of Information Engineering, Robot Technology Used for Special Environment Key Laboratory of Sichuan Province, Southwest University of Science and Technology, Mianyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Robot Technology Used for Special Environment Key Laboratory of Sichuan Province, 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, Robot Technology Used for Special Environment Key Laboratory of Sichuan Province, 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, Robot Technology Used for Special Environment Key Laboratory of Sichuan Province, Southwest University of Science and Technology, Mianyang, China","institution_ids":["https://openalex.org/I1297991670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066307212","display_name":"Tao Yu","orcid":"https://orcid.org/0000-0002-8008-0287"},"institutions":[{"id":"https://openalex.org/I165745306","display_name":"Southwest Petroleum University","ror":"https://ror.org/03h17x602","country_code":"CN","type":"education","lineage":["https://openalex.org/I165745306"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Yu","raw_affiliation_strings":["School of Electrical Engineering and Information, Southwest Petroleum University, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-8008-0287","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Information, Southwest Petroleum University, Chengdu, China","institution_ids":["https://openalex.org/I165745306"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100366031","display_name":"Lu Lu","orcid":"https://orcid.org/0000-0002-6077-0977"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I24201400","display_name":"Chengdu University of Information Technology","ror":"https://ror.org/01yxwrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I24201400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lu Lu","raw_affiliation_strings":["School of Electronics and Information Engineering, Sichuan University, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-6077-0977","affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24201400","https://openalex.org/I24185976"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1825,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.73394391,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"70","issue":"9","first_page":"3674","last_page":"3678"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9889000058174133,"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/T10320","display_name":"Neural Networks and Applications","score":0.9886000156402588,"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/control-theory","display_name":"Control theory (sociology)","score":0.4953826665878296},{"id":"https://openalex.org/keywords/adaptive-filter","display_name":"Adaptive filter","score":0.4800589978694916},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4445977509021759},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32021233439445496},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1998465359210968}],"concepts":[{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4953826665878296},{"id":"https://openalex.org/C102248274","wikidata":"https://www.wikidata.org/wiki/Q168388","display_name":"Adaptive filter","level":2,"score":0.4800589978694916},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4445977509021759},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32021233439445496},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1998465359210968},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsii.2023.3277690","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/tcsii.2023.3277690","pdf_url":null,"source":{"id":"https://openalex.org/S93916849","display_name":"IEEE Transactions on Circuits & Systems II Express Briefs","issn_l":"1549-7747","issn":["1549-7747","1558-3791"],"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 Circuits and Systems II: Express Briefs","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1758739802","display_name":null,"funder_award_id":"62201480","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3297121424","display_name":null,"funder_award_id":"2022NSFSC0542","funder_id":"https://openalex.org/F4320329861","funder_display_name":"Natural Science Foundation of Sichuan Province"},{"id":"https://openalex.org/G4077621543","display_name":null,"funder_award_id":"2023NSFSC0451","funder_id":"https://openalex.org/F4320329861","funder_display_name":"Natural Science Foundation of Sichuan Province"},{"id":"https://openalex.org/G690750207","display_name":null,"funder_award_id":"2022NSFSC0896","funder_id":"https://openalex.org/F4320329861","funder_display_name":"Natural Science Foundation of Sichuan Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320329861","display_name":"Natural Science Foundation of Sichuan Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W125854789","https://openalex.org/W1565311431","https://openalex.org/W2004625633","https://openalex.org/W2041854826","https://openalex.org/W2051345391","https://openalex.org/W2065251130","https://openalex.org/W2099464104","https://openalex.org/W2116273197","https://openalex.org/W2117698628","https://openalex.org/W2140795761","https://openalex.org/W2143485640","https://openalex.org/W2143643945","https://openalex.org/W2340499237","https://openalex.org/W2605287649","https://openalex.org/W2777971026","https://openalex.org/W2781097383","https://openalex.org/W2897636765","https://openalex.org/W2911181712","https://openalex.org/W3064684002","https://openalex.org/W4225615421","https://openalex.org/W4243330440","https://openalex.org/W4251731726","https://openalex.org/W4285227394"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"From":[0],"the":[1,4,7,16,19,44,55,69,78,82,100,110,117,121,124,128],"perspective":[2],"of":[3,18,30,43,81,123],"original":[5],"time-domain,":[6],"normalized":[8,56],"subband":[9],"adaptive":[10],"filtering":[11],"(NSAF)":[12],"algorithm":[13,61,71,84,103],"leads":[14],"to":[15,53,96,107],"freeze":[17],"filter":[20],"update":[21],"in":[22,62],"<inline-formula":[23,32],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[24,33],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[25,34],"<tex-math":[26,35],"notation=\"LaTeX\">$N-1$":[27],"</tex-math></inline-formula>":[28,37],"out":[29],"every":[31],"notation=\"LaTeX\">$N$":[36],"iterations":[38],"so":[39],"that":[40],"slowing":[41],"convergence":[42],"filter.":[45],"To":[46],"fill":[47],"this":[48,50,63],"flaw,":[49],"brief":[51],"proposes":[52],"perform":[54],"least":[57],"mean":[58],"square":[59],"(NLMS)":[60],"frozen":[64],"interval":[65],"and":[66,85,92,120],"then":[67],"obtain":[68],"NSAF-NLMS":[70,83,102],"with":[72],"faster":[73],"convergence.":[74,112],"Moreover,":[75],"we":[76],"analyze":[77],"mean-square":[79],"behavior":[80],"give":[86],"its":[87],"stability":[88],"condition,":[89],"transient":[90],"model,":[91],"steady-state":[93],"model.":[94],"Then,":[95],"handle":[97],"sparse":[98],"systems,":[99],"proportionate":[101],"is":[104],"developed":[105],"further":[106],"speed":[108],"up":[109],"filter\u2019s":[111],"Simulation":[113],"results":[114],"have":[115],"demonstrated":[116],"performance":[118],"analysis":[119],"superiority":[122],"proposed":[125],"algorithms":[126],"over":[127],"existing":[129],"counterparts.":[130]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}