{"id":"https://openalex.org/W2171740454","doi":"https://doi.org/10.1080/00207720310001640737","title":"Adaptive kernel-based equalization for non-stationary digital communications channels","display_name":"Adaptive kernel-based equalization for non-stationary digital communications channels","publication_year":2003,"publication_date":"2003-10-01","ids":{"openalex":"https://openalex.org/W2171740454","doi":"https://doi.org/10.1080/00207720310001640737","mag":"2171740454"},"language":"en","primary_location":{"id":"doi:10.1080/00207720310001640737","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207720310001640737","pdf_url":null,"source":{"id":"https://openalex.org/S129640837","display_name":"International Journal of Systems Science","issn_l":"0020-7721","issn":["0020-7721","1464-5319"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Systems Science","raw_type":"journal-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/A5113638880","display_name":"Ben Mitchinson","orcid":null},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ben Mitchinson","raw_affiliation_strings":["Department of Automatic Control and Systems Engineering , The University of Sheffield , Mappin Street, Sheffield S1 3JD, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Automatic Control and Systems Engineering , The University of Sheffield , Mappin Street, Sheffield S1 3JD, UK","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042852708","display_name":"Robert F. Harrison","orcid":"https://orcid.org/0000-0002-9323-8637"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Robert F Harrison","raw_affiliation_strings":["Department of Automatic Control and Systems Engineering , The University of Sheffield , Mappin Street, Sheffield S1 3JD, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Automatic Control and Systems Engineering , The University of Sheffield , Mappin Street, Sheffield S1 3JD, UK","institution_ids":["https://openalex.org/I91136226"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I91136226"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.27037319,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"34","issue":"12-13","first_page":"693","last_page":"703"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9995999932289124,"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/T10320","display_name":"Neural Networks and Applications","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.9983000159263611,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.6462349891662598},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5753549933433533},{"id":"https://openalex.org/keywords/equalizer","display_name":"Equalizer","score":0.546018660068512},{"id":"https://openalex.org/keywords/adaptive-equalizer","display_name":"Adaptive equalizer","score":0.5116920471191406},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5075032114982605},{"id":"https://openalex.org/keywords/equalization","display_name":"Equalization (audio)","score":0.44243064522743225},{"id":"https://openalex.org/keywords/variable-kernel-density-estimation","display_name":"Variable kernel density estimation","score":0.41393792629241943},{"id":"https://openalex.org/keywords/kernel-method","display_name":"Kernel method","score":0.4124113619327545},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3778506815433502},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3436744511127472},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.33868539333343506},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3274531960487366},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3219311535358429},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.13091930747032166},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.11574319005012512}],"concepts":[{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.6462349891662598},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5753549933433533},{"id":"https://openalex.org/C67545415","wikidata":"https://www.wikidata.org/wiki/Q5384218","display_name":"Equalizer","level":3,"score":0.546018660068512},{"id":"https://openalex.org/C25125847","wikidata":"https://www.wikidata.org/wiki/Q4680741","display_name":"Adaptive equalizer","level":4,"score":0.5116920471191406},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5075032114982605},{"id":"https://openalex.org/C75755367","wikidata":"https://www.wikidata.org/wiki/Q104531076","display_name":"Equalization (audio)","level":3,"score":0.44243064522743225},{"id":"https://openalex.org/C195699287","wikidata":"https://www.wikidata.org/wiki/Q7915722","display_name":"Variable kernel density estimation","level":4,"score":0.41393792629241943},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.4124113619327545},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3778506815433502},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3436744511127472},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.33868539333343506},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3274531960487366},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3219311535358429},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.13091930747032166},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.11574319005012512},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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:10.1080/00207720310001640737","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207720310001640737","pdf_url":null,"source":{"id":"https://openalex.org/S129640837","display_name":"International Journal of Systems Science","issn_l":"0020-7721","issn":["0020-7721","1464-5319"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Systems Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7900000214576721,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W158524681","https://openalex.org/W237119788","https://openalex.org/W1535810436","https://openalex.org/W1554663460","https://openalex.org/W1563088657","https://openalex.org/W1601740268","https://openalex.org/W1978929742","https://openalex.org/W2043095810","https://openalex.org/W2077782702","https://openalex.org/W2098369756","https://openalex.org/W2103760772","https://openalex.org/W2104867159","https://openalex.org/W2117481010","https://openalex.org/W2119215507","https://openalex.org/W2127221278","https://openalex.org/W2156909104","https://openalex.org/W2171867284","https://openalex.org/W2296108426","https://openalex.org/W2798333393","https://openalex.org/W4212774754","https://openalex.org/W4236555067","https://openalex.org/W4248676392","https://openalex.org/W4253110186","https://openalex.org/W4388297464"],"related_works":["https://openalex.org/W2352178434","https://openalex.org/W2018366688","https://openalex.org/W1984561329","https://openalex.org/W2351868092","https://openalex.org/W2168755097","https://openalex.org/W2950272089","https://openalex.org/W2372385147","https://openalex.org/W1804663541","https://openalex.org/W2352105133","https://openalex.org/W2123945883"],"abstract_inverted_index":{"It":[0],"is":[1,15,43,80,101],"well":[2],"known":[3],"that":[4,39],"the":[5,22,25,40,65,76,87,90],"optimal":[6],"symbol":[7],"decision":[8,84],"equalizer":[9],"for":[10],"noisy":[11],"digital":[12],"transmission":[13],"channels":[14],"generally":[16],"non-linear.":[17],"A":[18],"previous":[19],"work":[20],"demonstrated":[21],"performance":[23,88],"of":[24,64,89],"so-called":[26],"Kernel":[27,41,66],"Adaline":[28,42],"non-linear":[29],"classifier":[30],"in":[31,52,93],"application":[32],"to":[33,75,82],"these":[34],"channels,":[35],"whilst":[36],"pointing":[37],"out":[38],"not":[44],"an":[45,61],"adaptive":[46,62],"machine":[47],"and":[48,68,86],"thus":[49],"would":[50],"suffer":[51],"use":[53],"on":[54],"non-stationary":[55,97],"channels.":[56],"Here,":[57],"we":[58],"review":[59],"Kernel-LMS,":[60,71],"extension":[63],"Adaline,":[67],"introduce":[69],"Fast":[70],"a":[72],"low-complexity":[73],"approximation":[74],"same.":[77],"The":[78],"algorithm":[79,92],"augmented":[81],"implement":[83],"feedback,":[85],"fast":[91],"solving":[94],"some":[95],"synthetic":[96],"channel":[98],"equalization":[99],"problems":[100],"then":[102],"investigated.":[103]},"counts_by_year":[{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
