{"id":"https://openalex.org/W2162309000","doi":"https://doi.org/10.1109/cip.2012.6232896","title":"Steady state MSE analysis of convexly constrained mixture methods","display_name":"Steady state MSE analysis of convexly constrained mixture methods","publication_year":2012,"publication_date":"2012-05-01","ids":{"openalex":"https://openalex.org/W2162309000","doi":"https://doi.org/10.1109/cip.2012.6232896","mag":"2162309000"},"language":"en","primary_location":{"id":"doi:10.1109/cip.2012.6232896","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cip.2012.6232896","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 3rd International Workshop on Cognitive Information Processing (CIP)","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/A5072408248","display_name":"Mehmet A. Donmez","orcid":"https://orcid.org/0000-0001-6407-8745"},"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":"Mehmet A. Donmez","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Koc University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Koc University, Istanbul, Turkey","institution_ids":["https://openalex.org/I1351752"]}]},{"author_position":"last","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":false,"raw_author_name":"Suleyman S. Kozat","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Koc University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Koc University, Istanbul, Turkey","institution_ids":["https://openalex.org/I1351752"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.35,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.65252297,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"58","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":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/T11447","display_name":"Blind Source Separation Techniques","score":0.9983000159263611,"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":0.9940000176429749,"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/sigmoid-function","display_name":"Sigmoid function","score":0.6842327117919922},{"id":"https://openalex.org/keywords/steady-state","display_name":"Steady state (chemistry)","score":0.5950380563735962},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.5861849188804626},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5486796498298645},{"id":"https://openalex.org/keywords/adaptive-filter","display_name":"Adaptive filter","score":0.4844394028186798},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4623682498931885},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.44612330198287964},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4430266320705414},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4378594160079956},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.4314470887184143},{"id":"https://openalex.org/keywords/regular-polygon","display_name":"Regular polygon","score":0.416849285364151},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3632700443267822},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1407594382762909},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.0852368175983429}],"concepts":[{"id":"https://openalex.org/C81388566","wikidata":"https://www.wikidata.org/wiki/Q526668","display_name":"Sigmoid function","level":3,"score":0.6842327117919922},{"id":"https://openalex.org/C8171440","wikidata":"https://www.wikidata.org/wiki/Q903414","display_name":"Steady state (chemistry)","level":2,"score":0.5950380563735962},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.5861849188804626},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5486796498298645},{"id":"https://openalex.org/C102248274","wikidata":"https://www.wikidata.org/wiki/Q168388","display_name":"Adaptive filter","level":2,"score":0.4844394028186798},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4623682498931885},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.44612330198287964},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4430266320705414},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4378594160079956},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4314470887184143},{"id":"https://openalex.org/C112680207","wikidata":"https://www.wikidata.org/wiki/Q714886","display_name":"Regular polygon","level":2,"score":0.416849285364151},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3632700443267822},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1407594382762909},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.0852368175983429},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C147789679","wikidata":"https://www.wikidata.org/wiki/Q11372","display_name":"Physical chemistry","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cip.2012.6232896","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cip.2012.6232896","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 3rd International Workshop on Cognitive Information Processing (CIP)","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":10,"referenced_works":["https://openalex.org/W1547069917","https://openalex.org/W1555108748","https://openalex.org/W2069317438","https://openalex.org/W2097349926","https://openalex.org/W2099830893","https://openalex.org/W2103644547","https://openalex.org/W2151486170","https://openalex.org/W2153946895","https://openalex.org/W4243330440","https://openalex.org/W6633124479"],"related_works":["https://openalex.org/W4385957115","https://openalex.org/W2061372042","https://openalex.org/W3047779762","https://openalex.org/W1520030019","https://openalex.org/W2071654592","https://openalex.org/W2088157920","https://openalex.org/W4283785902","https://openalex.org/W4313324256","https://openalex.org/W3104477175","https://openalex.org/W4210421075"],"abstract_inverted_index":{"We":[0,27,55],"study":[1],"the":[2,38,41,46,63,77,85],"steady-state":[3,47,71],"performances":[4,72],"of":[5,15,40],"four":[6],"convexly":[7,87],"constrained":[8,88],"mixture":[9],"algorithms":[10,31,89],"that":[11,29,35,58,69,84],"adaptively":[12],"combine":[13],"outputs":[14],"two":[16],"adaptive":[17],"filters":[18],"running":[19],"in":[20,45,98],"parallel":[21],"to":[22,62],"model":[23],"an":[24],"unknown":[25],"system.":[26],"demonstrate":[28,57],"these":[30],"are":[32,52],"universal":[33],"such":[34,68],"they":[36],"achieve":[37],"performance":[39],"best":[42,78],"constituent":[43,79],"filter":[44,67],"if":[48],"certain":[49,59,91],"algorithmic":[50],"parameters":[51],"chosen":[53],"properly.":[54],"also":[56],"mixtures":[60],"converge":[61],"optimal":[64],"convex":[65],"combination":[66],"their":[70],"can":[73],"be":[74],"better":[75],"than":[76],"filter.":[80],"Furthermore,":[81],"we":[82],"show":[83],"investigated":[86],"update":[90],"auxiliary":[92],"variables":[93],"through":[94],"sigmoid":[95],"nonlinearity,":[96],"hence,":[97],"this":[99],"sense,":[100],"related.":[101]},"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
