{"id":"https://openalex.org/W2115806236","doi":"https://doi.org/10.1109/tsp.2011.2162508","title":"Nonnegative Least-Mean-Square Algorithm","display_name":"Nonnegative Least-Mean-Square Algorithm","publication_year":2011,"publication_date":"2011-07-26","ids":{"openalex":"https://openalex.org/W2115806236","doi":"https://doi.org/10.1109/tsp.2011.2162508","mag":"2115806236"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2011.2162508","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":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-01965584/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100333005","display_name":"Jie Chen","orcid":"https://orcid.org/0000-0003-2449-9793"},"institutions":[{"id":"https://openalex.org/I140494188","display_name":"Universit\u00e9 de Technologie de Troyes","ror":"https://ror.org/01qhqcj41","country_code":"FR","type":"education","lineage":["https://openalex.org/I140494188"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"None Jie Chen","raw_affiliation_strings":["FIZEAU - Laboratoire Hippolyte Fizeau (B\u00e2t. H. FIZEAU ex B\u00e2t. Recherche-Physique - Parc Valrose - 06108 Nice cedex 02 - France)","LM2S - Laboratoire Mod\u00e9lisation et S\u00fbret\u00e9 des Syst\u00e8mes (UTT - 12, rue Marie Curie - BP 2060 - 10010 TROYES CEDEX - France)"],"affiliations":[{"raw_affiliation_string":"LM2S - Laboratoire Mod\u00e9lisation et S\u00fbret\u00e9 des Syst\u00e8mes (UTT - 12, rue Marie Curie - BP 2060 - 10010 TROYES CEDEX - France)","institution_ids":["https://openalex.org/I140494188"]},{"raw_affiliation_string":"FIZEAU - Laboratoire Hippolyte Fizeau (B\u00e2t. H. FIZEAU ex B\u00e2t. Recherche-Physique - Parc Valrose - 06108 Nice cedex 02 - France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009808175","display_name":"C\u00e9dric Richard","orcid":"https://orcid.org/0000-0003-2890-141X"},"institutions":[],"countries":["FR"],"is_corresponding":false,"raw_author_name":"C. Richard","raw_affiliation_strings":["FIZEAU - Laboratoire Hippolyte Fizeau (B\u00e2t. H. FIZEAU ex B\u00e2t. Recherche-Physique - Parc Valrose - 06108 Nice cedex 02 - France)"],"affiliations":[{"raw_affiliation_string":"FIZEAU - Laboratoire Hippolyte Fizeau (B\u00e2t. H. FIZEAU ex B\u00e2t. Recherche-Physique - Parc Valrose - 06108 Nice cedex 02 - France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066014633","display_name":"J.C.M. Bermudez","orcid":"https://orcid.org/0000-0002-6712-939X"},"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":"J. C. M. Bermudez","raw_affiliation_strings":["UFSC - Universidade Federal de Santa Catarina = Federal University of Santa Catarina [Florian\u00f3polis] (R. Eng. Agron\u00f4mico Andrei Cristian Ferreira, s/n - Trindade, Florian\u00f3polis - SC, 88040-900 - Brazil)"],"affiliations":[{"raw_affiliation_string":"UFSC - Universidade Federal de Santa Catarina = Federal University of Santa Catarina [Florian\u00f3polis] (R. Eng. Agron\u00f4mico Andrei Cristian Ferreira, s/n - Trindade, Florian\u00f3polis - SC, 88040-900 - Brazil)","institution_ids":["https://openalex.org/I4104125"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074267243","display_name":"Paul Honein\u00e9","orcid":"https://orcid.org/0000-0002-3042-183X"},"institutions":[{"id":"https://openalex.org/I140494188","display_name":"Universit\u00e9 de Technologie de Troyes","ror":"https://ror.org/01qhqcj41","country_code":"FR","type":"education","lineage":["https://openalex.org/I140494188"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"P. Honeine","raw_affiliation_strings":["LM2S - Laboratoire Mod\u00e9lisation et S\u00fbret\u00e9 des Syst\u00e8mes (UTT - 12, rue Marie Curie - BP 2060 - 10010 TROYES CEDEX - France)"],"affiliations":[{"raw_affiliation_string":"LM2S - Laboratoire Mod\u00e9lisation et S\u00fbret\u00e9 des Syst\u00e8mes (UTT - 12, rue Marie Curie - BP 2060 - 10010 TROYES CEDEX - France)","institution_ids":["https://openalex.org/I140494188"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.744,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":79,"citation_normalized_percentile":{"value":0.999778,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"59","issue":"11","first_page":"5225","last_page":"5235"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9996,"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"}},"topics":[{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9996,"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/T10320","display_name":"Neural Networks and Applications","score":0.9983,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.998,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[],"concepts":[{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.60249126},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.58237183},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.5515721},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.54907113},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5227499},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.49475282},{"id":"https://openalex.org/C119247159","wikidata":"https://www.wikidata.org/wiki/Q1366192","display_name":"System identification","level":3,"score":0.4793059},{"id":"https://openalex.org/C153258448","wikidata":"https://www.wikidata.org/wiki/Q1199743","display_name":"Gradient descent","level":3,"score":0.44724953},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3876},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3505658},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16241184},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.15550303},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.13255104},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2011.2162508","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":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://hal.archives-ouvertes.fr/hal-01965584","pdf_url":"https://hal.science/hal-01965584/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":["Centre National de la Recherche Scientifique"],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false},{"is_oa":false,"landing_page_url":"https://hal.science/hal-01965584","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://hal.archives-ouvertes.fr/hal-01965584/file/11.tsp.nnlms_prefinal.pdf","pdf_url":"https://hal.archives-ouvertes.fr/hal-01965584/file/11.tsp.nnlms_prefinal.pdf","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":["Centre National de la Recherche Scientifique"],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://hal.science/hal-01965584/file/11.tsp.nnlms_prefinal.pdf","pdf_url":"https://hal.science/hal-01965584/file/11.tsp.nnlms_prefinal.pdf","source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://hal.archives-ouvertes.fr/hal-01965584/document","pdf_url":"https://hal.archives-ouvertes.fr/hal-01965584/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":["Centre National de la Recherche Scientifique"],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://hal.archives-ouvertes.fr/hal-01965584","pdf_url":"https://hal.science/hal-01965584/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":["Centre National de la Recherche Scientifique"],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false},"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.47,"id":"https://metadata.un.org/sdg/10"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":29,"referenced_works":["https://openalex.org/W1902027874","https://openalex.org/W1974313384","https://openalex.org/W2015451024","https://openalex.org/W2017288758","https://openalex.org/W2046245205","https://openalex.org/W2055723131","https://openalex.org/W2075665712","https://openalex.org/W2076605490","https://openalex.org/W2098098075","https://openalex.org/W2098132613","https://openalex.org/W2102892532","https://openalex.org/W2106789617","https://openalex.org/W2110096996","https://openalex.org/W2111395440","https://openalex.org/W2112232251","https://openalex.org/W2126344578","https://openalex.org/W2132538571","https://openalex.org/W2135029798","https://openalex.org/W2143101939","https://openalex.org/W2148219373","https://openalex.org/W2160177263","https://openalex.org/W2168214651","https://openalex.org/W2296319761","https://openalex.org/W2404400936","https://openalex.org/W2610805269","https://openalex.org/W3143596294","https://openalex.org/W4239240501","https://openalex.org/W4250589301","https://openalex.org/W4252639814"],"related_works":["https://openalex.org/W4304185162","https://openalex.org/W3006282800","https://openalex.org/W2807251790","https://openalex.org/W2611003898","https://openalex.org/W2462100143","https://openalex.org/W2230808081","https://openalex.org/W2061685118","https://openalex.org/W1770503332","https://openalex.org/W1603736412","https://openalex.org/W1510768092"],"abstract_inverted_index":{"Dynamic":[0],"system":[1,52],"modeling":[2],"plays":[3],"a":[4,30,48],"crucial":[5],"role":[6],"in":[7],"the":[8,20,39,59,80,88],"development":[9],"of":[10,24,82],"techniques":[11],"for":[12,51],"stationary":[13],"and":[14,70,85],"nonstationary":[15],"signal":[16],"processing.":[17],"Due":[18],"to":[19,41,78],"inherent":[21],"physical":[22],"characteristics":[23],"systems":[25],"under":[26,54],"investigation,":[27],"nonnegativity":[28,55],"is":[29],"desired":[31],"constraint":[32],"that":[33],"can":[34],"usually":[35],"be":[36],"imposed":[37],"on":[38,66],"parameters":[40],"estimate.":[42],"In":[43],"this":[44,83],"paper,":[45],"we":[46,71],"propose":[47],"general":[49],"method":[50],"identification":[53],"constraints.":[56],"We":[57],"derive":[58],"so-called":[60],"nonnegative":[61],"least-mean-square":[62],"algorithm":[63],"(NNLMS)":[64],"based":[65],"stochastic":[67],"gradient":[68],"descent,":[69],"analyze":[72],"its":[73],"convergence.":[74],"Experiments":[75],"are":[76],"conducted":[77],"illustrate":[79],"performance":[81],"approach":[84],"consistency":[86],"with":[87],"analysis.":[89]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2115806236","counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":11},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":8},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":2}],"updated_date":"2024-12-10T07:33:42.838970","created_date":"2016-06-24"}