{"id":"https://openalex.org/W4403447287","doi":"https://doi.org/10.1109/tcsi.2024.3476150","title":"Gauss Hermite Fourier Features Based on Maximum Correntropy Criterion for Adaptive Filtering","display_name":"Gauss Hermite Fourier Features Based on Maximum Correntropy Criterion for Adaptive Filtering","publication_year":2024,"publication_date":"2024-10-16","ids":{"openalex":"https://openalex.org/W4403447287","doi":"https://doi.org/10.1109/tcsi.2024.3476150"},"language":"en","primary_location":{"id":"doi:10.1109/tcsi.2024.3476150","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsi.2024.3476150","pdf_url":null,"source":{"id":"https://openalex.org/S116977442","display_name":"IEEE Transactions on Circuits and Systems I Regular Papers","issn_l":"1549-8328","issn":["1549-8328","1558-0806"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems I: Regular Papers","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":null,"display_name":"Tian Zhou","orcid":"https://orcid.org/0009-0008-1813-7773"},"institutions":[{"id":"https://openalex.org/I142108993","display_name":"Southwest University","ror":"https://ror.org/01kj4z117","country_code":"CN","type":"education","lineage":["https://openalex.org/I142108993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tian Zhou","raw_affiliation_strings":["College of Electronic and Information Engineering, Southwest University, Chongqing, China"],"raw_orcid":"https://orcid.org/0009-0008-1813-7773","affiliations":[{"raw_affiliation_string":"College of Electronic and Information Engineering, Southwest University, Chongqing, China","institution_ids":["https://openalex.org/I142108993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100640301","display_name":"Shiyuan Wang","orcid":"https://orcid.org/0000-0002-5028-5839"},"institutions":[{"id":"https://openalex.org/I142108993","display_name":"Southwest University","ror":"https://ror.org/01kj4z117","country_code":"CN","type":"education","lineage":["https://openalex.org/I142108993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiyuan Wang","raw_affiliation_strings":["College of Electronic and Information Engineering, Southwest University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-5028-5839","affiliations":[{"raw_affiliation_string":"College of Electronic and Information Engineering, Southwest University, Chongqing, China","institution_ids":["https://openalex.org/I142108993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025136019","display_name":"Junhui Qian","orcid":"https://orcid.org/0000-0001-8017-725X"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junhui Qian","raw_affiliation_strings":["School of Microelectronic and Communication Engineering, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0001-8017-725X","affiliations":[{"raw_affiliation_string":"School of Microelectronic and Communication Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103276439","display_name":"Yunfei Zheng","orcid":"https://orcid.org/0000-0003-4026-2956"},"institutions":[{"id":"https://openalex.org/I142108993","display_name":"Southwest University","ror":"https://ror.org/01kj4z117","country_code":"CN","type":"education","lineage":["https://openalex.org/I142108993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunfei Zheng","raw_affiliation_strings":["College of Electronic and Information Engineering, Southwest University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0003-4026-2956","affiliations":[{"raw_affiliation_string":"College of Electronic and Information Engineering, Southwest University, Chongqing, China","institution_ids":["https://openalex.org/I142108993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101646687","display_name":"Qiangqiang Zhang","orcid":"https://orcid.org/0000-0002-3683-4520"},"institutions":[{"id":"https://openalex.org/I142108993","display_name":"Southwest University","ror":"https://ror.org/01kj4z117","country_code":"CN","type":"education","lineage":["https://openalex.org/I142108993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiangqiang Zhang","raw_affiliation_strings":["College of Electronic and Information Engineering, Southwest University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-3683-4520","affiliations":[{"raw_affiliation_string":"College of Electronic and Information Engineering, Southwest University, Chongqing, China","institution_ids":["https://openalex.org/I142108993"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087902694","display_name":"Yingying Xiao","orcid":"https://orcid.org/0000-0001-7772-8778"},"institutions":[{"id":"https://openalex.org/I142108993","display_name":"Southwest University","ror":"https://ror.org/01kj4z117","country_code":"CN","type":"education","lineage":["https://openalex.org/I142108993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingying Xiao","raw_affiliation_strings":["College of Electronic and Information Engineering, Southwest University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0001-7772-8778","affiliations":[{"raw_affiliation_string":"College of Electronic and Information Engineering, Southwest University, Chongqing, China","institution_ids":["https://openalex.org/I142108993"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.0437,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.88255546,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"72","issue":"3","first_page":"1438","last_page":"1451"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9958999752998352,"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"}},"topics":[{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9958999752998352,"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"}},{"id":"https://openalex.org/T11405","display_name":"Geophysics and Gravity Measurements","score":0.9581999778747559,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11325","display_name":"Inertial Sensor and Navigation","score":0.955299973487854,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hermite-polynomials","display_name":"Hermite polynomials","score":0.7598029971122742},{"id":"https://openalex.org/keywords/adaptive-filter","display_name":"Adaptive filter","score":0.5488697290420532},{"id":"https://openalex.org/keywords/gauss","display_name":"Gauss","score":0.5225186347961426},{"id":"https://openalex.org/keywords/fourier-transform","display_name":"Fourier transform","score":0.5032479166984558},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.500802755355835},{"id":"https://openalex.org/keywords/filtering-theory","display_name":"Filtering theory","score":0.44767865538597107},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4070166349411011},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.36451709270477295},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.2736743092536926},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1284228265285492}],"concepts":[{"id":"https://openalex.org/C201362023","wikidata":"https://www.wikidata.org/wiki/Q658574","display_name":"Hermite polynomials","level":2,"score":0.7598029971122742},{"id":"https://openalex.org/C102248274","wikidata":"https://www.wikidata.org/wiki/Q168388","display_name":"Adaptive filter","level":2,"score":0.5488697290420532},{"id":"https://openalex.org/C161794534","wikidata":"https://www.wikidata.org/wiki/Q177493","display_name":"Gauss","level":2,"score":0.5225186347961426},{"id":"https://openalex.org/C102519508","wikidata":"https://www.wikidata.org/wiki/Q6520159","display_name":"Fourier transform","level":2,"score":0.5032479166984558},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.500802755355835},{"id":"https://openalex.org/C2988922011","wikidata":"https://www.wikidata.org/wiki/Q5449244","display_name":"Filtering theory","level":2,"score":0.44767865538597107},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4070166349411011},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.36451709270477295},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.2736743092536926},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1284228265285492},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsi.2024.3476150","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsi.2024.3476150","pdf_url":null,"source":{"id":"https://openalex.org/S116977442","display_name":"IEEE Transactions on Circuits and Systems I Regular Papers","issn_l":"1549-8328","issn":["1549-8328","1558-0806"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems I: Regular Papers","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.41999998688697815}],"awards":[{"id":"https://openalex.org/G230063549","display_name":null,"funder_award_id":"62071391","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3583818797","display_name":null,"funder_award_id":"62306245","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7696199113","display_name":null,"funder_award_id":"2022CQBSHTB3076","funder_id":"https://openalex.org/F4320313612","funder_display_name":"Chongqing Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320313612","display_name":"Chongqing Postdoctoral Science Foundation","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1701760339","https://openalex.org/W1995932911","https://openalex.org/W2030504178","https://openalex.org/W2073451745","https://openalex.org/W2073990453","https://openalex.org/W2101809033","https://openalex.org/W2102012445","https://openalex.org/W2103628399","https://openalex.org/W2108253205","https://openalex.org/W2120315477","https://openalex.org/W2126709692","https://openalex.org/W2167932108","https://openalex.org/W2481926318","https://openalex.org/W2494968998","https://openalex.org/W2783547213","https://openalex.org/W2795711918","https://openalex.org/W2801725476","https://openalex.org/W2944329805","https://openalex.org/W2954678237","https://openalex.org/W2969227205","https://openalex.org/W2981737415","https://openalex.org/W2992645723","https://openalex.org/W3000108011","https://openalex.org/W3000530115","https://openalex.org/W3005929968","https://openalex.org/W3006568072","https://openalex.org/W3024853581","https://openalex.org/W3045432329","https://openalex.org/W3109298388","https://openalex.org/W3136090220","https://openalex.org/W3162835078","https://openalex.org/W3183420805","https://openalex.org/W3191637487","https://openalex.org/W3205580871","https://openalex.org/W4230367971","https://openalex.org/W4297032903","https://openalex.org/W4309628246","https://openalex.org/W4312340059","https://openalex.org/W4312616071","https://openalex.org/W4313429672","https://openalex.org/W4319937216","https://openalex.org/W4322011441","https://openalex.org/W4368363063","https://openalex.org/W4371807618","https://openalex.org/W6675995183","https://openalex.org/W6681302627","https://openalex.org/W6743975243","https://openalex.org/W6754370436"],"related_works":["https://openalex.org/W175020571","https://openalex.org/W4383100562","https://openalex.org/W1965919058","https://openalex.org/W2758946633","https://openalex.org/W2952728636","https://openalex.org/W1501804233","https://openalex.org/W1976504964","https://openalex.org/W2039473711","https://openalex.org/W2142537705","https://openalex.org/W1848664427"],"abstract_inverted_index":{"Kernel":[0],"adaptive":[1,9,100],"filters":[2,10],"(KAFs)":[3],"are":[4,19,121],"a":[5,52,157],"class":[6],"of":[7,38,45,97,176,183],"nonlinear":[8,131,170],"developed":[11],"in":[12,90,127,150],"the":[13,36,43,80,86,95,129,134,180,184],"reproducing":[14],"kernel":[15],"Hilbert":[16],"space,":[17],"and":[18,30,76,109,118,159,173,192],"particularly":[20],"suitable":[21],"for":[22,57,165],"addressing":[23],"signal":[24],"processing":[25],"issues":[26],"involving":[27],"data":[28],"streams":[29],"unknown":[31,130],"nonlinearities.":[32],"However,":[33],"KAFs":[34,191],"endure":[35],"issue":[37],"network":[39],"structure":[40],"growth":[41],"as":[42,154],"number":[44],"training":[46],"samples":[47],"increases.":[48],"To":[49],"this":[50],"end,":[51],"novel":[53],"structural":[54],"sparsification":[55],"method":[56,82,164],"KAFs,":[58],"i.e.,":[59,103],"Gauss":[60,71],"Hermite":[61,72],"Fourier":[62,77],"features":[63],"(GHFF)":[64],"method,":[65],"is":[66,83,143],"first":[67],"proposed":[68,116,185],"by":[69],"combining":[70],"quadrature":[73],"integration":[74],"rule":[75],"transform.":[78],"Subsequently,":[79],"GHFF":[81,104],"integrated":[84],"with":[85,137,152],"maximum":[87,105],"correntropy":[88,106],"criterion":[89],"filter":[91],"design,":[92],"leading":[93],"to":[94,123,139,145,188],"development":[96],"two":[98],"new":[99],"filtering":[101,148],"algorithms,":[102],"(GHFFMC)":[107],"algorithm":[108],"stochastic":[110],"batch":[111,161],"GHFFMC":[112,117],"(SB-GHFFMC)":[113],"algorithm.":[114],"The":[115],"SB-GHFFMC":[119,142],"algorithms":[120,186],"expected":[122],"exhibit":[124,146],"excellent":[125],"capabilities":[126],"characterizing":[128],"relationships":[132],"within":[133],"data,":[135],"along":[136],"robustness":[138],"outliers.":[140],"Meanwhile,":[141],"anticipated":[144],"superior":[147],"performance":[149,181],"comparison":[151],"GHFFMC,":[153],"it":[155],"leverages":[156],"general":[158],"flexible":[160],"gradient":[162],"descent":[163],"model":[166],"optimization.":[167],"Simulations":[168],"on":[169],"system":[171],"identification":[172],"time-series":[174],"prediction":[175],"Chua\u2019s":[177],"circuits":[178],"confirm":[179],"superiorities":[182],"compared":[187],"other":[189],"robust":[190],"RFF-based":[193],"filters.":[194]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
