{"id":"https://openalex.org/W2134544644","doi":"https://doi.org/10.1109/tsp.2011.2162325","title":"Transient Analysis of Adaptive Affine Combinations","display_name":"Transient Analysis of Adaptive Affine Combinations","publication_year":2011,"publication_date":"2011-07-21","ids":{"openalex":"https://openalex.org/W2134544644","doi":"https://doi.org/10.1109/tsp.2011.2162325","mag":"2134544644"},"language":"en","primary_location":{"id":"doi:10.1109/tsp.2011.2162325","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2011.2162325","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":true,"oa_status":"green","oa_url":"http://infoscience.epfl.ch/record/233302","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103267259","display_name":"S\u00fcleyman S. Kozat","orcid":"https://orcid.org/0000-0002-6488-3848"},"institutions":[{"id":"https://openalex.org/I1351752","display_name":"Ko\u00e7 University","ror":"https://ror.org/00jzwgz36","country_code":"TR","type":"education","lineage":["https://openalex.org/I1351752"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Suleyman S. Kozat","raw_affiliation_strings":["Electrical and Electronic Engineering Department, Koc University, Istanbul, Turkey","Electr. & Electron. Dept., Koc Univ., Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Electrical and Electronic Engineering Department, Koc University, Istanbul, Turkey","institution_ids":["https://openalex.org/I1351752"]},{"raw_affiliation_string":"Electr. & Electron. Dept., Koc Univ., Istanbul, Turkey","institution_ids":["https://openalex.org/I1351752"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025697702","display_name":"Alper T. Erdo\u011fan","orcid":"https://orcid.org/0000-0003-0876-2897"},"institutions":[{"id":"https://openalex.org/I1351752","display_name":"Ko\u00e7 University","ror":"https://ror.org/00jzwgz36","country_code":"TR","type":"education","lineage":["https://openalex.org/I1351752"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Alper T. Erdogan","raw_affiliation_strings":["Electrical and Electronic Engineering Department, Koc University, Istanbul, Turkey","Electr. & Electron. Dept., Koc Univ., Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Electrical and Electronic Engineering Department, Koc University, Istanbul, Turkey","institution_ids":["https://openalex.org/I1351752"]},{"raw_affiliation_string":"Electr. & Electron. Dept., Koc Univ., Istanbul, Turkey","institution_ids":["https://openalex.org/I1351752"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028083945","display_name":"Andrew C. Singer","orcid":"https://orcid.org/0000-0001-9926-7036"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew C. Singer","raw_affiliation_strings":["Electrical and Computer Engineering, University of Illinois at Urbana Champaign, Urbana, IL, USA","Dept of Electr. & Comput. Engg, Univ. of Illinois at Urbana-Champaign, Urbana, IL, USA"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, University of Illinois at Urbana Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"Dept of Electr. & Comput. Engg, Univ. of Illinois at Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091103447","display_name":"Ali H. Sayed","orcid":"https://orcid.org/0000-0002-5125-5519"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ali H. Sayed","raw_affiliation_strings":["Electrical Engineering, University of California at Los Angeles, Los Angeles, CA, USA","[Dept. of Electr. Eng., Univ. of California at Los Angeles, Los Angeles, CA, USA]"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering, University of California at Los Angeles, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"[Dept. of Electr. Eng., Univ. of California at Los Angeles, Los Angeles, CA, USA]","institution_ids":["https://openalex.org/I161318765"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5103267259"],"corresponding_institution_ids":["https://openalex.org/I1351752"],"apc_list":null,"apc_paid":null,"fwci":1.0336,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.78179904,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"59","issue":"12","first_page":"6227","last_page":"6232"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":1.0,"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":1.0,"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":0.9976000189781189,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9973000288009644,"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/transient","display_name":"Transient (computer programming)","score":0.6892637014389038},{"id":"https://openalex.org/keywords/affine-transformation","display_name":"Affine transformation","score":0.6734123229980469},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5683093667030334},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.564494252204895},{"id":"https://openalex.org/keywords/adaptive-filter","display_name":"Adaptive filter","score":0.5046178102493286},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.45507681369781494},{"id":"https://openalex.org/keywords/least-squares-function-approximation","display_name":"Least-squares function approximation","score":0.45201265811920166},{"id":"https://openalex.org/keywords/transient-analysis","display_name":"Transient analysis","score":0.4281131625175476},{"id":"https://openalex.org/keywords/recursive-least-squares-filter","display_name":"Recursive least squares filter","score":0.41307663917541504},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.36225706338882446},{"id":"https://openalex.org/keywords/transient-response","display_name":"Transient response","score":0.25519388914108276},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.13057845830917358}],"concepts":[{"id":"https://openalex.org/C2780799671","wikidata":"https://www.wikidata.org/wiki/Q17087362","display_name":"Transient (computer programming)","level":2,"score":0.6892637014389038},{"id":"https://openalex.org/C92757383","wikidata":"https://www.wikidata.org/wiki/Q382497","display_name":"Affine transformation","level":2,"score":0.6734123229980469},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5683093667030334},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.564494252204895},{"id":"https://openalex.org/C102248274","wikidata":"https://www.wikidata.org/wiki/Q168388","display_name":"Adaptive filter","level":2,"score":0.5046178102493286},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.45507681369781494},{"id":"https://openalex.org/C9936470","wikidata":"https://www.wikidata.org/wiki/Q6510405","display_name":"Least-squares function approximation","level":3,"score":0.45201265811920166},{"id":"https://openalex.org/C2989121073","wikidata":"https://www.wikidata.org/wiki/Q1309019","display_name":"Transient analysis","level":3,"score":0.4281131625175476},{"id":"https://openalex.org/C145249878","wikidata":"https://www.wikidata.org/wiki/Q2835868","display_name":"Recursive least squares filter","level":3,"score":0.41307663917541504},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.36225706338882446},{"id":"https://openalex.org/C85761212","wikidata":"https://www.wikidata.org/wiki/Q1974593","display_name":"Transient response","level":2,"score":0.25519388914108276},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13057845830917358},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tsp.2011.2162325","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2011.2162325","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"},{"id":"pmh:oai:infoscience.epfl.ch:233302","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/233302","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:infoscience.tind.io:233302","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/143182","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"research article"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:233302","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/233302","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1547069917","https://openalex.org/W1990332680","https://openalex.org/W2059004435","https://openalex.org/W2097349926","https://openalex.org/W2103644547","https://openalex.org/W2105666660","https://openalex.org/W2133656408","https://openalex.org/W2136892919","https://openalex.org/W2148763794","https://openalex.org/W2151486170","https://openalex.org/W2153946895","https://openalex.org/W2168289983","https://openalex.org/W4243330440"],"related_works":["https://openalex.org/W2081837274","https://openalex.org/W2164852895","https://openalex.org/W2027630946","https://openalex.org/W3119704784","https://openalex.org/W2529395309","https://openalex.org/W4282823030","https://openalex.org/W3134357585","https://openalex.org/W3040496336","https://openalex.org/W2013006297","https://openalex.org/W2556507952"],"abstract_inverted_index":{"In":[0],"this":[1],"correspondence,":[2],"we":[3,49,76],"provide":[4,78],"a":[5,36,57,68],"transient":[6,54,91],"analysis":[7,55,92],"of":[8,19,44,59],"an":[9],"affinely":[10,30],"constrained":[11,31],"mixture":[12,32,107],"method":[13],"that":[14,122],"adaptively":[15],"combines":[16],"the":[17,26,42,45,53,79,83,90,106,123,133],"outputs":[18],"adaptive":[20,63],"filters":[21,64,125],"running":[22],"in":[23,86],"parallel":[24],"on":[25,72,110],"same":[27],"task.":[28],"The":[29,117],"is":[33],"adapted":[34],"using":[35,100,129],"stochastic":[37],"gradient":[38],"update":[39],"to":[40,66,88,93,104],"minimize":[41],"square":[43],"prediction":[46],"error.":[47],"Although":[48],"specifically":[50],"carry":[51],"out":[52],"for":[56],"combination":[58],"two":[60,98],"equal":[61],"length":[62],"trying":[65],"learn":[67],"linear":[69],"model":[70],"working":[71,109],"real":[73],"valued":[74,112],"data,":[75],"also":[77],"final":[80,148],"equations":[81],"and":[82,147],"necessary":[84],"extensions":[85],"order":[87],"generalize":[89],"mixtures":[94],"combining":[95],"more":[96],"than":[97],"filters;":[99],"Newton":[101],"based":[102],"updates":[103,131],"train":[105],"weights;":[108],"complex":[111],"data;":[113],"or":[114,136],"unconstrained":[115],"mixtures.":[116],"derivations":[118],"are":[119],"generic":[120],"such":[121],"constituent":[124],"can":[126],"be":[127],"trained":[128],"unbiased":[130],"including":[132],"least-mean":[134],"squares":[135,139],"recursive":[137],"least":[138],"updates.":[140],"This":[141],"correspondence":[142],"concludes":[143],"with":[144],"numerical":[145],"examples":[146],"remarks.":[149]},"counts_by_year":[{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}