{"id":"https://openalex.org/W1974499136","doi":"https://doi.org/10.1109/icassp.2014.6854456","title":"Improved convergence performance of adaptive algorithms through logarithmic cost","display_name":"Improved convergence performance of adaptive algorithms through logarithmic cost","publication_year":2014,"publication_date":"2014-05-01","ids":{"openalex":"https://openalex.org/W1974499136","doi":"https://doi.org/10.1109/icassp.2014.6854456","mag":"1974499136"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2014.6854456","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2014.6854456","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5081851582","display_name":"Muhammed O. Sayin","orcid":"https://orcid.org/0000-0001-5779-3986"},"institutions":[{"id":"https://openalex.org/I168864056","display_name":"Bilkent University","ror":"https://ror.org/02vh8a032","country_code":"TR","type":"education","lineage":["https://openalex.org/I168864056"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Muhammed O. Sayin","raw_affiliation_strings":["Bilkent University, Ankara, Turkey","Bilkent University, Ankara, TURKEY#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bilkent University, Ankara, Turkey","institution_ids":["https://openalex.org/I168864056"]},{"raw_affiliation_string":"Bilkent University, Ankara, TURKEY#TAB#","institution_ids":["https://openalex.org/I168864056"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061392794","display_name":"N. Denizcan Vanli","orcid":"https://orcid.org/0000-0001-5271-8020"},"institutions":[{"id":"https://openalex.org/I168864056","display_name":"Bilkent University","ror":"https://ror.org/02vh8a032","country_code":"TR","type":"education","lineage":["https://openalex.org/I168864056"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"N. Denizcan Vanli","raw_affiliation_strings":["Bilkent University, Ankara, Turkey","Bilkent University, Ankara, TURKEY#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bilkent University, Ankara, Turkey","institution_ids":["https://openalex.org/I168864056"]},{"raw_affiliation_string":"Bilkent University, Ankara, TURKEY#TAB#","institution_ids":["https://openalex.org/I168864056"]}]},{"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/I168864056","display_name":"Bilkent University","ror":"https://ror.org/02vh8a032","country_code":"TR","type":"education","lineage":["https://openalex.org/I168864056"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Suleyman S. Kozat","raw_affiliation_strings":["Bilkent University, Ankara, Turkey","Bilkent University, Ankara, TURKEY#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bilkent University, Ankara, Turkey","institution_ids":["https://openalex.org/I168864056"]},{"raw_affiliation_string":"Bilkent University, Ankara, TURKEY#TAB#","institution_ids":["https://openalex.org/I168864056"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I168864056"],"apc_list":null,"apc_paid":null,"fwci":0.6238,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.66954016,"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":"4513","last_page":"4517"},"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":0.9986000061035156,"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":0.9957000017166138,"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/logarithm","display_name":"Logarithm","score":0.80311119556427},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.7530277371406555},{"id":"https://openalex.org/keywords/impulse-noise","display_name":"Impulse noise","score":0.6265506744384766},{"id":"https://openalex.org/keywords/adaptive-filter","display_name":"Adaptive filter","score":0.5891562104225159},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.582322895526886},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5721564888954163},{"id":"https://openalex.org/keywords/least-mean-squares-filter","display_name":"Least mean squares filter","score":0.5518655180931091},{"id":"https://openalex.org/keywords/rate-of-convergence","display_name":"Rate of convergence","score":0.49114295840263367},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.47600945830345154},{"id":"https://openalex.org/keywords/algorithm-design","display_name":"Algorithm design","score":0.44089120626449585},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.4395976960659027},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3551129102706909},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.14464837312698364},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11005556583404541},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10271614789962769}],"concepts":[{"id":"https://openalex.org/C39927690","wikidata":"https://www.wikidata.org/wiki/Q11197","display_name":"Logarithm","level":2,"score":0.80311119556427},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.7530277371406555},{"id":"https://openalex.org/C127372701","wikidata":"https://www.wikidata.org/wiki/Q16979398","display_name":"Impulse noise","level":3,"score":0.6265506744384766},{"id":"https://openalex.org/C102248274","wikidata":"https://www.wikidata.org/wiki/Q168388","display_name":"Adaptive filter","level":2,"score":0.5891562104225159},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.582322895526886},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5721564888954163},{"id":"https://openalex.org/C32617633","wikidata":"https://www.wikidata.org/wiki/Q1426666","display_name":"Least mean squares filter","level":3,"score":0.5518655180931091},{"id":"https://openalex.org/C57869625","wikidata":"https://www.wikidata.org/wiki/Q1783502","display_name":"Rate of convergence","level":3,"score":0.49114295840263367},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.47600945830345154},{"id":"https://openalex.org/C106516650","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm design","level":2,"score":0.44089120626449585},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.4395976960659027},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3551129102706909},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.14464837312698364},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11005556583404541},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10271614789962769},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"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":2,"locations":[{"id":"doi:10.1109/icassp.2014.6854456","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2014.6854456","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.bilkent.edu.tr:11693/26775","is_oa":false,"landing_page_url":"http://hdl.handle.net/11693/26775","pdf_url":null,"source":{"id":"https://openalex.org/S4306400079","display_name":"Bilkent University Institutional Repository (Bilkent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I168864056","host_organization_name":"Bilkent University","host_organization_lineage":["https://openalex.org/I168864056"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE International Conference on Acoustics, Speech and Signal Processing. Proceedings","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1480066506","https://openalex.org/W1547069917","https://openalex.org/W1999225362","https://openalex.org/W2017816729","https://openalex.org/W2043443394","https://openalex.org/W2055023125","https://openalex.org/W2096093732","https://openalex.org/W2097488004","https://openalex.org/W2106251335","https://openalex.org/W2127805491","https://openalex.org/W2166713810","https://openalex.org/W3150488336","https://openalex.org/W4243330440"],"related_works":["https://openalex.org/W2287235845","https://openalex.org/W2051390178","https://openalex.org/W2586228848","https://openalex.org/W2081837274","https://openalex.org/W2253481662","https://openalex.org/W2357454918","https://openalex.org/W2189195857","https://openalex.org/W1998353256","https://openalex.org/W2370278301","https://openalex.org/W2541063734"],"abstract_inverted_index":{"We":[0,39],"present":[1],"a":[2,11,30],"novel":[3],"family":[4,17],"of":[5,26,65],"adaptive":[6],"filtering":[7],"algorithms":[8,87],"based":[9,34],"on":[10,35],"relative":[12],"logarithmic":[13,44,75],"cost.":[14],"The":[15,80],"new":[16],"intrinsically":[18],"combines":[19],"the":[20,27,36,41,54,62,66,73,97,107],"higher":[21],"and":[22,60,82,105],"lower":[23],"order":[24],"measures":[25],"error":[28,37],"into":[29],"single":[31],"continuous":[32],"update":[33],"amount.":[38],"introduce":[40,72],"least":[42,55,74,83],"mean":[43,56,84],"square":[45,85],"(LMLS)":[46],"algorithm":[47,59,99,109],"that":[48],"achieves":[49],"comparable":[50],"convergence":[51,90],"performance":[52,91],"with":[53],"fourth":[57],"(LMF)":[58],"overcomes":[61],"stability":[63],"issues":[64],"LMF":[67],"algorithm.":[68,79],"In":[69],"addition,":[70],"we":[71],"absolute":[76],"difference":[77],"(LLAD)":[78],"LLAD":[81,98],"(LMS)":[86],"demonstrate":[88],"similar":[89],"in":[92],"impulse-free":[93],"noise":[94],"environments":[95],"while":[96],"is":[100],"robust":[101],"against":[102],"impulsive":[103],"interference":[104],"outperforms":[106],"sign":[108],"(SA).":[110]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}