{"id":"https://openalex.org/W4385482286","doi":"https://doi.org/10.1109/ecai58194.2023.10193888","title":"On the Decomposition Parameter of the RLS Algorithm Based on the Nearest Kronecker Product","display_name":"On the Decomposition Parameter of the RLS Algorithm Based on the Nearest Kronecker Product","publication_year":2023,"publication_date":"2023-06-29","ids":{"openalex":"https://openalex.org/W4385482286","doi":"https://doi.org/10.1109/ecai58194.2023.10193888"},"language":"en","primary_location":{"id":"doi:10.1109/ecai58194.2023.10193888","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ecai58194.2023.10193888","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 15th International Conference on Electronics, Computers and Artificial Intelligence (ECAI)","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/A5077383088","display_name":"Robert Alexandru Dobre","orcid":"https://orcid.org/0000-0002-2660-1715"},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"Robert-Alexandru Dobre","raw_affiliation_strings":["University Politehnica of Bucharest,Bucharest,Romania","University Politehnica of Bucharest, Bucharest, Romania"],"affiliations":[{"raw_affiliation_string":"University Politehnica of Bucharest,Bucharest,Romania","institution_ids":["https://openalex.org/I61641377"]},{"raw_affiliation_string":"University Politehnica of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023279451","display_name":"Constantin Paleologu","orcid":"https://orcid.org/0000-0002-0379-2360"},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Constantin Paleologu","raw_affiliation_strings":["University Politehnica of Bucharest,Bucharest,Romania","University Politehnica of Bucharest, Bucharest, Romania"],"affiliations":[{"raw_affiliation_string":"University Politehnica of Bucharest,Bucharest,Romania","institution_ids":["https://openalex.org/I61641377"]},{"raw_affiliation_string":"University Politehnica of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071376063","display_name":"Jacob Benesty","orcid":"https://orcid.org/0000-0002-0036-5865"},"institutions":[{"id":"https://openalex.org/I159129438","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al","ror":"https://ror.org/002rjbv21","country_code":"CA","type":"education","lineage":["https://openalex.org/I159129438","https://openalex.org/I49663120"]},{"id":"https://openalex.org/I39481719","display_name":"Institut National de la Recherche Scientifique","ror":"https://ror.org/04td37d32","country_code":"CA","type":"education","lineage":["https://openalex.org/I39481719","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jacob Benesty","raw_affiliation_strings":["INRS-EMT, University of Quebec,Montreal,Canada","INRS-EMT, University of Quebec, Montreal, Canada"],"affiliations":[{"raw_affiliation_string":"INRS-EMT, University of Quebec,Montreal,Canada","institution_ids":["https://openalex.org/I159129438","https://openalex.org/I39481719"]},{"raw_affiliation_string":"INRS-EMT, University of Quebec, Montreal, Canada","institution_ids":["https://openalex.org/I159129438","https://openalex.org/I39481719"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088650299","display_name":"Felix Albu","orcid":"https://orcid.org/0000-0002-3240-809X"},"institutions":[{"id":"https://openalex.org/I4210100492","display_name":"Valahia University of Targoviste","ror":"https://ror.org/00ywqar95","country_code":"RO","type":"education","lineage":["https://openalex.org/I4210100492"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Felix Albu","raw_affiliation_strings":["Valahia University of Târgovişte,Târgovişte,Romania"],"affiliations":[{"raw_affiliation_string":"Valahia University of Târgovişte,Târgovişte,Romania","institution_ids":["https://openalex.org/I4210100492"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5077383088"],"corresponding_institution_ids":["https://openalex.org/I61641377"],"apc_list":null,"apc_paid":null,"fwci":0.2168,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.45906433,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9976999759674072,"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/T10860","display_name":"Speech and Audio Processing","score":0.9937999844551086,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/kronecker-product","display_name":"Kronecker product","score":0.7813130617141724},{"id":"https://openalex.org/keywords/kronecker-delta","display_name":"Kronecker delta","score":0.6217663288116455},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6148683428764343},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.6058347821235657},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.6024453639984131},{"id":"https://openalex.org/keywords/k-nearest-neighbors-algorithm","display_name":"k-nearest neighbors algorithm","score":0.5341322422027588},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5196213126182556},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3173752427101135},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20517376065254211},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09922143816947937},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.05687251687049866}],"concepts":[{"id":"https://openalex.org/C46030957","wikidata":"https://www.wikidata.org/wiki/Q1238125","display_name":"Kronecker product","level":3,"score":0.7813130617141724},{"id":"https://openalex.org/C39482219","wikidata":"https://www.wikidata.org/wiki/Q192826","display_name":"Kronecker delta","level":2,"score":0.6217663288116455},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6148683428764343},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.6058347821235657},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.6024453639984131},{"id":"https://openalex.org/C113238511","wikidata":"https://www.wikidata.org/wiki/Q1071612","display_name":"k-nearest neighbors algorithm","level":2,"score":0.5341322422027588},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5196213126182556},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3173752427101135},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20517376065254211},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09922143816947937},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.05687251687049866},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ecai58194.2023.10193888","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ecai58194.2023.10193888","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 15th International Conference on Electronics, Computers and Artificial Intelligence (ECAI)","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":19,"referenced_works":["https://openalex.org/W292716351","https://openalex.org/W647498929","https://openalex.org/W1544576535","https://openalex.org/W2042187938","https://openalex.org/W2097460654","https://openalex.org/W2166922380","https://openalex.org/W2807511666","https://openalex.org/W2920877073","https://openalex.org/W3119375321","https://openalex.org/W3160382292","https://openalex.org/W3163716269","https://openalex.org/W3166719495","https://openalex.org/W4221080854","https://openalex.org/W4225727371","https://openalex.org/W4247128071","https://openalex.org/W4289526503","https://openalex.org/W4294891437","https://openalex.org/W4367280219","https://openalex.org/W4372349502"],"related_works":["https://openalex.org/W123417539","https://openalex.org/W4233239985","https://openalex.org/W2079407403","https://openalex.org/W2060299328","https://openalex.org/W2117336295","https://openalex.org/W2073634779","https://openalex.org/W3102722572","https://openalex.org/W2090103374","https://openalex.org/W1564288589","https://openalex.org/W577870507"],"abstract_inverted_index":{"Decomposition-based":[0],"algorithms":[1,16],"have":[2],"gained":[3],"much":[4],"attention":[5],"lately,":[6],"in":[7,47,59,72,130],"the":[8,18,25,41,79,91,102,114,131,138,142,145],"context":[9],"of":[10,24,29,35,78,93,104,133,144],"low-rank":[11],"system":[12,61],"identification":[13,62],"problems.":[14],"These":[15],"exploit":[17],"nearest":[19],"Kronecker":[20],"product":[21],"(NKP)":[22],"decomposition":[23,85,115],"impulse":[26,68],"response":[27],"(usually":[28],"long":[30,66],"length)":[31],"and":[32,107,137],"take":[33],"advantage":[34],"low":[36,94],"rank":[37,95],"approximations.":[38],"Among":[39],"them,":[40],"recursive":[42],"least-squares":[43],"(RLS)":[44],"algorithm":[45,81],"developed":[46],"this":[48,105],"framework,":[49],"namely":[50],"RLS-NKP,":[51],"has":[52],"been":[53],"found":[54],"to":[55,90],"be":[56],"very":[57],"suitable":[58],"challenging":[60],"problems":[63],"that":[64,121],"involve":[65],"length":[67],"responses,":[69],"e.g.,":[70],"like":[71],"acoustic":[73,134],"echo":[74,135],"cancellation.":[75],"The":[76,97],"performance":[77],"RLS-NKP":[80],"depends":[82],"on":[83,101,123],"its":[84],"parameter,":[86,116],"which":[87],"is":[88],"related":[89],"accuracy":[92],"approximation.":[96],"current":[98],"paper":[99],"focuses":[100],"investigation":[103],"aspect":[106],"proposes":[108],"a":[109,118,124],"simple":[110],"solution":[111],"for":[112],"choosing":[113],"using":[117],"preprocessing":[119],"stage":[120],"relies":[122],"low-complexity":[125],"algorithm.":[126],"Experiments":[127],"are":[128],"performed":[129],"framework":[132],"cancellation":[136],"obtained":[139],"results":[140],"support":[141],"validity":[143],"proposed":[146],"solution.":[147]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}