{"id":"https://openalex.org/W2782433275","doi":"https://doi.org/10.1109/icspcc.2017.8242551","title":"Convex combinations of multiple kernel adaptive filters","display_name":"Convex combinations of multiple kernel adaptive filters","publication_year":2017,"publication_date":"2017-10-01","ids":{"openalex":"https://openalex.org/W2782433275","doi":"https://doi.org/10.1109/icspcc.2017.8242551","mag":"2782433275"},"language":"en","primary_location":{"id":"doi:10.1109/icspcc.2017.8242551","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icspcc.2017.8242551","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5007926005","display_name":"Wei Gao","orcid":"https://orcid.org/0000-0003-1722-2681"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Gao","raw_affiliation_strings":["School of Computer Science and Communication Engineering, Jiangsu University, Zhenjiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Communication Engineering, Jiangsu University, Zhenjiang, China","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101495845","display_name":"Yi Yan","orcid":"https://orcid.org/0000-0003-2675-7709"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yi Yan","raw_affiliation_strings":["Dalian Scientific Test and Control Technology Institute, Dalian, Liaoning, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalian Scientific Test and Control Technology Institute, Dalian, Liaoning, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100384157","display_name":"Lingling Zhang","orcid":"https://orcid.org/0000-0002-9834-7410"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingling Zhang","raw_affiliation_strings":["School of Marine Science and Technology, Northwestern Polytechnical University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Marine Science and Technology, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027021820","display_name":"Qunfei Zhang","orcid":"https://orcid.org/0000-0003-4500-0779"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qunfei Zhang","raw_affiliation_strings":["School of Marine Science and Technology, Northwestern Polytechnical University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Marine Science and Technology, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"27","issue":null,"first_page":"1","last_page":"5"},"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/T10901","display_name":"Advanced Data Compression Techniques","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/convex-combination","display_name":"Convex combination","score":0.741657555103302},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.7240318655967712},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.7084683179855347},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5821059942245483},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.5522425770759583},{"id":"https://openalex.org/keywords/adaptive-filter","display_name":"Adaptive filter","score":0.5312145948410034},{"id":"https://openalex.org/keywords/regular-polygon","display_name":"Regular polygon","score":0.522331178188324},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5103852152824402},{"id":"https://openalex.org/keywords/kernel-adaptive-filter","display_name":"Kernel adaptive filter","score":0.4746466279029846},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.4579031467437744},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.45324766635894775},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.41900449991226196},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.38073939085006714},{"id":"https://openalex.org/keywords/convex-optimization","display_name":"Convex optimization","score":0.36630016565322876},{"id":"https://openalex.org/keywords/filter-design","display_name":"Filter design","score":0.17796173691749573}],"concepts":[{"id":"https://openalex.org/C111110010","wikidata":"https://www.wikidata.org/wiki/Q2627315","display_name":"Convex combination","level":4,"score":0.741657555103302},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.7240318655967712},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.7084683179855347},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5821059942245483},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.5522425770759583},{"id":"https://openalex.org/C102248274","wikidata":"https://www.wikidata.org/wiki/Q168388","display_name":"Adaptive filter","level":2,"score":0.5312145948410034},{"id":"https://openalex.org/C112680207","wikidata":"https://www.wikidata.org/wiki/Q714886","display_name":"Regular polygon","level":2,"score":0.522331178188324},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5103852152824402},{"id":"https://openalex.org/C13107197","wikidata":"https://www.wikidata.org/wiki/Q6394192","display_name":"Kernel adaptive filter","level":4,"score":0.4746466279029846},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.4579031467437744},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45324766635894775},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.41900449991226196},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.38073939085006714},{"id":"https://openalex.org/C157972887","wikidata":"https://www.wikidata.org/wiki/Q463359","display_name":"Convex optimization","level":3,"score":0.36630016565322876},{"id":"https://openalex.org/C22597639","wikidata":"https://www.wikidata.org/wiki/Q5449227","display_name":"Filter design","level":3,"score":0.17796173691749573},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icspcc.2017.8242551","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icspcc.2017.8242551","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC)","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":24,"referenced_works":["https://openalex.org/W1492221128","https://openalex.org/W1530372899","https://openalex.org/W1819447595","https://openalex.org/W1880403203","https://openalex.org/W1998203474","https://openalex.org/W1999542175","https://openalex.org/W2007233728","https://openalex.org/W2011197824","https://openalex.org/W2024521163","https://openalex.org/W2070817883","https://openalex.org/W2071820974","https://openalex.org/W2097349926","https://openalex.org/W2103644547","https://openalex.org/W2139320579","https://openalex.org/W2153290280","https://openalex.org/W2153946895","https://openalex.org/W2167932108","https://openalex.org/W2205331078","https://openalex.org/W2207408027","https://openalex.org/W2481926318","https://openalex.org/W3139982283","https://openalex.org/W3150970283","https://openalex.org/W4239240501","https://openalex.org/W6717328662"],"related_works":["https://openalex.org/W2201050717","https://openalex.org/W4319917433","https://openalex.org/W2101121116","https://openalex.org/W2977296457","https://openalex.org/W1595241965","https://openalex.org/W2381334782","https://openalex.org/W2336526268","https://openalex.org/W2354812741","https://openalex.org/W1986557098","https://openalex.org/W2375251211"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"aim":[4],"to":[5,34],"improve":[6],"the":[7,25,44,48,65,72,80,90,94],"overall":[8],"performance":[9,70,92],"of":[10,50,58,93],"kernel":[11,60],"adaptive":[12,61],"filters":[13,19,62,74],"by":[14],"adaptively":[15],"combining":[16],"several":[17],"component":[18,45],"with":[20,75],"different":[21],"parameters":[22,77],"setting":[23],"in":[24,79],"practical":[26],"applications.":[27],"The":[28,54],"convex":[29,56],"combination":[30,52,57],"scheme":[31],"is":[32],"exploited":[33],"incorporate":[35],"any":[36],"two":[37],"parallel":[38],"diversity":[39],"branches":[40],"which":[41],"could":[42],"be":[43],"filter":[46],"or":[47],"output":[49],"previous":[51],"layer.":[53],"proposed":[55,95],"multiple":[59],"can":[63],"provide":[64],"more":[66],"robust":[67],"and":[68],"better":[69],"than":[71],"single":[73],"fixed":[76],"especially":[78],"nonstationary":[81],"complex":[82],"environments":[83],"without":[84],"priori":[85],"knowledge.":[86],"Simulation":[87],"results":[88],"illustrate":[89],"superior":[91],"approach.":[96]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
