{"id":"https://openalex.org/W2170509494","doi":"https://doi.org/10.1109/tsp.2010.2063428","title":"Stochastic Model for the Mean Weight Evolution of the IAF-PNLMS Algorithm","display_name":"Stochastic Model for the Mean Weight Evolution of the IAF-PNLMS Algorithm","publication_year":2010,"publication_date":"2010-08-10","ids":{"openalex":"https://openalex.org/W2170509494","doi":"https://doi.org/10.1109/tsp.2010.2063428","mag":"2170509494"},"language":"en","primary_location":{"id":"doi:10.1109/tsp.2010.2063428","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2010.2063428","pdf_url":null,"source":{"id":"https://openalex.org/S168680287","display_name":"IEEE Transactions on Signal Processing","issn_l":"1053-587X","issn":["1053-587X","1941-0476"],"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 Signal Processing","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/A5079039339","display_name":"Francisco das Chagas de Souza","orcid":"https://orcid.org/0000-0003-4331-0052"},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Francisco das Chagas de Souza","raw_affiliation_strings":["Department of Electrical Engineering, Federal University of Santa Catarina, Florian\u00f3polis, SC, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Federal University of Santa Catarina, Florian\u00f3polis, SC, Brazil","institution_ids":["https://openalex.org/I4104125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075094707","display_name":"Orlando J. Tobias","orcid":null},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Orlando Jos\u00e9 Tobias","raw_affiliation_strings":["Department of Electrical Engineering, Federal University of Santa Catarina, Florian\u00f3polis, SC, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Federal University of Santa Catarina, Florian\u00f3polis, SC, Brazil","institution_ids":["https://openalex.org/I4104125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059190871","display_name":"Rui Seara","orcid":"https://orcid.org/0000-0002-9046-0646"},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rui Seara","raw_affiliation_strings":["Department of Electrical Engineering, Federal University of Santa Catarina, Florian\u00f3polis, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Federal University of Santa Catarina, Florian\u00f3polis, Brazil","institution_ids":["https://openalex.org/I4104125"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031142109","display_name":"Dennis R. Morgan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dennis R. Morgan","raw_affiliation_strings":["Alcatel-Lucent, Bell Laboratories, Murray Hill, NJ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alcatel-Lucent, Bell Laboratories, Murray Hill, NJ, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6885,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.74869443,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"58","issue":"11","first_page":"5895","last_page":"5901"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9991999864578247,"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/T11236","display_name":"Control Systems and Identification","score":0.9965999722480774,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6502557992935181},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5797157287597656},{"id":"https://openalex.org/keywords/steady-state","display_name":"Steady state (chemistry)","score":0.5593953728675842},{"id":"https://openalex.org/keywords/transient","display_name":"Transient (computer programming)","score":0.48055723309516907},{"id":"https://openalex.org/keywords/least-mean-squares-filter","display_name":"Least mean squares filter","score":0.47483259439468384},{"id":"https://openalex.org/keywords/adaptive-filter","display_name":"Adaptive filter","score":0.4556236267089844},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.434626966714859},{"id":"https://openalex.org/keywords/transient-analysis","display_name":"Transient analysis","score":0.41780608892440796},{"id":"https://openalex.org/keywords/transient-response","display_name":"Transient response","score":0.4117935299873352},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.32049912214279175}],"concepts":[{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6502557992935181},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5797157287597656},{"id":"https://openalex.org/C8171440","wikidata":"https://www.wikidata.org/wiki/Q903414","display_name":"Steady state (chemistry)","level":2,"score":0.5593953728675842},{"id":"https://openalex.org/C2780799671","wikidata":"https://www.wikidata.org/wiki/Q17087362","display_name":"Transient (computer programming)","level":2,"score":0.48055723309516907},{"id":"https://openalex.org/C32617633","wikidata":"https://www.wikidata.org/wiki/Q1426666","display_name":"Least mean squares filter","level":3,"score":0.47483259439468384},{"id":"https://openalex.org/C102248274","wikidata":"https://www.wikidata.org/wiki/Q168388","display_name":"Adaptive filter","level":2,"score":0.4556236267089844},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.434626966714859},{"id":"https://openalex.org/C2989121073","wikidata":"https://www.wikidata.org/wiki/Q1309019","display_name":"Transient analysis","level":3,"score":0.41780608892440796},{"id":"https://openalex.org/C85761212","wikidata":"https://www.wikidata.org/wiki/Q1974593","display_name":"Transient response","level":2,"score":0.4117935299873352},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.32049912214279175},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C147789679","wikidata":"https://www.wikidata.org/wiki/Q11372","display_name":"Physical chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsp.2010.2063428","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2010.2063428","pdf_url":null,"source":{"id":"https://openalex.org/S168680287","display_name":"IEEE Transactions on Signal Processing","issn_l":"1053-587X","issn":["1053-587X","1941-0476"],"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 Signal Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W339564058","https://openalex.org/W1997175528","https://openalex.org/W1999542175","https://openalex.org/W2098834598","https://openalex.org/W2099464104","https://openalex.org/W2100312877","https://openalex.org/W2106793162","https://openalex.org/W2108816505","https://openalex.org/W2111565582","https://openalex.org/W2112043762","https://openalex.org/W2120051386","https://openalex.org/W2124941201","https://openalex.org/W2133524265","https://openalex.org/W2143643945","https://openalex.org/W2162725450","https://openalex.org/W4295679937","https://openalex.org/W6677817780","https://openalex.org/W6681126137"],"related_works":["https://openalex.org/W2287235845","https://openalex.org/W2138121076","https://openalex.org/W2051390178","https://openalex.org/W2153218171","https://openalex.org/W2586228848","https://openalex.org/W2081837274","https://openalex.org/W2253481662","https://openalex.org/W2357454918","https://openalex.org/W2189195857","https://openalex.org/W2370278301"],"abstract_inverted_index":{"This":[0],"correspondence":[1],"studies":[2],"the":[3,8,17,23,30,45,59,62,69],"adaptive":[4],"weight":[5,48],"evolution":[6],"of":[7,61],"individual-activation-factor":[9],"proportionate":[10],"normalized":[11],"least-mean-square":[12],"(IAF-PNLMS)":[13],"algorithm.":[14],"For":[15],"such,":[16],"modeling":[18],"methodology":[19],"used":[20],"considers":[21],"that":[22,43],"gain":[24],"matrix":[25],"is":[26,33,41,65,73],"time":[27],"varying":[28],"and":[29,53,75],"input":[31],"signal":[32],"not":[34],"restricted":[35],"to":[36,79],"be":[37,77],"white.":[38],"A":[39],"model":[40,64],"obtained":[42],"predicts":[44],"algorithm":[46],"mean":[47],"behavior":[49],"for":[50],"both":[51],"transient":[52],"steady-state":[54],"phases.":[55],"Through":[56],"simulation":[57],"results,":[58],"accuracy":[60],"proposed":[63],"verified.":[66],"In":[67],"addition,":[68],"approach":[70],"developed":[71],"here":[72],"general":[74],"can":[76],"applied":[78],"other":[80],"PNLMS-type":[81],"algorithms.":[82]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}