{"id":"https://openalex.org/W2157631532","doi":"https://doi.org/10.1109/icdsp.2013.6622737","title":"An output signal based combination of three LMS adaptive filters","display_name":"An output signal based combination of three LMS adaptive filters","publication_year":2013,"publication_date":"2013-07-01","ids":{"openalex":"https://openalex.org/W2157631532","doi":"https://doi.org/10.1109/icdsp.2013.6622737","mag":"2157631532"},"language":"en","primary_location":{"id":"doi:10.1109/icdsp.2013.6622737","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdsp.2013.6622737","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 18th International Conference on Digital Signal Processing (DSP)","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/A5002064051","display_name":"T\u00f5nu Trump","orcid":null},"institutions":[{"id":"https://openalex.org/I111112146","display_name":"Tallinn University of Technology","ror":"https://ror.org/0443cwa12","country_code":"EE","type":"education","lineage":["https://openalex.org/I111112146"]}],"countries":["EE"],"is_corresponding":true,"raw_author_name":"Tonu Trump","raw_affiliation_strings":["Department of Radio and Telecommunication Engineering, Tallinn University of Technology, Tallinn, Estonia"],"affiliations":[{"raw_affiliation_string":"Department of Radio and Telecommunication Engineering, Tallinn University of Technology, Tallinn, Estonia","institution_ids":["https://openalex.org/I111112146"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5002064051"],"corresponding_institution_ids":["https://openalex.org/I111112146"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15743683,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":null,"first_page":"1","last_page":"6"},"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":0.9976999759674072,"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":0.9955999851226807,"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/adaptive-filter","display_name":"Adaptive filter","score":0.7403404712677002},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.6382964849472046},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6070968508720398},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.5914614796638489},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5712030529975891},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.5111292004585266},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.4699402451515198},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.44997674226760864},{"id":"https://openalex.org/keywords/least-mean-squares-filter","display_name":"Least mean squares filter","score":0.44702860713005066},{"id":"https://openalex.org/keywords/kernel-adaptive-filter","display_name":"Kernel adaptive filter","score":0.4424012303352356},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.43100523948669434},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.35776185989379883},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.33921873569488525},{"id":"https://openalex.org/keywords/filter-design","display_name":"Filter design","score":0.3162601590156555},{"id":"https://openalex.org/keywords/digital-signal-processing","display_name":"Digital signal processing","score":0.13804227113723755},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.0989229679107666}],"concepts":[{"id":"https://openalex.org/C102248274","wikidata":"https://www.wikidata.org/wiki/Q168388","display_name":"Adaptive filter","level":2,"score":0.7403404712677002},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.6382964849472046},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6070968508720398},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.5914614796638489},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5712030529975891},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5111292004585266},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.4699402451515198},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.44997674226760864},{"id":"https://openalex.org/C32617633","wikidata":"https://www.wikidata.org/wiki/Q1426666","display_name":"Least mean squares filter","level":3,"score":0.44702860713005066},{"id":"https://openalex.org/C13107197","wikidata":"https://www.wikidata.org/wiki/Q6394192","display_name":"Kernel adaptive filter","level":4,"score":0.4424012303352356},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.43100523948669434},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.35776185989379883},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.33921873569488525},{"id":"https://openalex.org/C22597639","wikidata":"https://www.wikidata.org/wiki/Q5449227","display_name":"Filter design","level":3,"score":0.3162601590156555},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.13804227113723755},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0989229679107666},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","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},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icdsp.2013.6622737","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdsp.2013.6622737","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 18th International Conference on Digital Signal Processing (DSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W292716351","https://openalex.org/W1993791198","https://openalex.org/W2053257292","https://openalex.org/W2097349926","https://openalex.org/W2103644547","https://openalex.org/W2106556993","https://openalex.org/W2136892919","https://openalex.org/W2148763794","https://openalex.org/W2312830578","https://openalex.org/W4239240501"],"related_works":["https://openalex.org/W2357454918","https://openalex.org/W2079771791","https://openalex.org/W3148299653","https://openalex.org/W2354812741","https://openalex.org/W4205364631","https://openalex.org/W2567448372","https://openalex.org/W2081377629","https://openalex.org/W2276435569","https://openalex.org/W4206392134","https://openalex.org/W2035423492"],"abstract_inverted_index":{"This":[0,47],"paper":[1,89],"investigates":[2],"a":[3,43,56,61,110,114,125],"combination":[4,48,77,106],"of":[5,13,32,54,66,83,96,117,137],"three":[6],"LMS":[7],"adaptive":[8,68],"algorithms.":[9],"The":[10,30,141],"structure":[11],"consists":[12],"filters":[14,35],"that":[15,92],"simultaneously":[16],"adapt":[17],"on":[18],"the":[19,33,71,76,80,84,93,97,105,138],"same":[20,72],"input":[21],"and":[22,60],"desired":[23],"signals":[24,82],"but":[25],"have":[26],"different":[27],"step":[28],"sizes.":[29],"outputs":[31],"individual":[34,85],"are":[36,144],"then":[37],"adaptively":[38],"combined":[39],"together":[40],"to":[41,102,112,123,128],"form":[42],"common":[44],"output":[45,81],"signal.":[46],"is":[49],"an":[50,67,135],"interesting":[51],"new":[52],"way":[53],"achieving":[55],"fast":[57],"initial":[58],"convergence":[59],"small":[62],"steady":[63],"state":[64],"error":[65],"filter":[69],"at":[70],"time.":[73],"We":[74,120,132],"compute":[75],"parameters":[78,107],"from":[79],"filters.":[86],"In":[87],"this":[88],"we":[90,100],"show":[91],"straightforward":[94],"posing":[95],"minimization":[98],"problems":[99],"need":[101,111],"solve":[103,113],"for":[104],"results":[108,143],"in":[109],"singular":[115],"system":[116],"linear":[118],"equations.":[119],"therefore":[121],"suggest":[122],"include":[124],"regularization":[126],"term":[127],"our":[129],"optimization":[130],"problem.":[131],"also":[133],"provide":[134],"analysis":[136],"resulting":[139],"algorithm.":[140],"theoretical":[142],"verified":[145],"by":[146],"simulations.":[147]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}