{"id":"https://openalex.org/W2801725476","doi":"https://doi.org/10.1109/tcsi.2018.2825241","title":"Random Fourier Filters Under Maximum Correntropy Criterion","display_name":"Random Fourier Filters Under Maximum Correntropy Criterion","publication_year":2018,"publication_date":"2018-04-24","ids":{"openalex":"https://openalex.org/W2801725476","doi":"https://doi.org/10.1109/tcsi.2018.2825241","mag":"2801725476"},"language":"en","primary_location":{"id":"doi:10.1109/tcsi.2018.2825241","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsi.2018.2825241","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":"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":true,"raw_author_name":"Shiyuan Wang","raw_affiliation_strings":["College of Electronic and Information Engineering, Southwest University, Chongqing, China"],"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/A5080402211","display_name":"Lujuan Dang","orcid":"https://orcid.org/0000-0002-8929-8127"},"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":"Lujuan Dang","raw_affiliation_strings":["College of Electronic and Information Engineering, Southwest University, Chongqing, China"],"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/A5077852542","display_name":"Badong Chen","orcid":"https://orcid.org/0000-0003-1710-3818"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Badong Chen","raw_affiliation_strings":["Institute of Artificial Intelligence and Robotics, Xi\u2019an Jiaotong University, Xi\u2019an, China","Institute of Artificial Intelligence and Robotics, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Institute of Artificial Intelligence and Robotics, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"Institute of Artificial Intelligence and Robotics, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035048973","display_name":"Shukai Duan","orcid":"https://orcid.org/0000-0002-0040-3796"},"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":"Shukai Duan","raw_affiliation_strings":["College of Electronic and Information Engineering, Southwest University, Chongqing, China"],"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/A5100640128","display_name":"Lidan Wang","orcid":"https://orcid.org/0000-0003-0730-4202"},"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":"Lidan Wang","raw_affiliation_strings":["College of Electronic and Information Engineering, Southwest University, Chongqing, China"],"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/A5021923917","display_name":"Chi K. Tse","orcid":"https://orcid.org/0000-0002-0462-3999"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Chi K. Tse","raw_affiliation_strings":["Department of Electronic and Information Engineering, The Hong Kong Polytechnic University, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Information Engineering, The Hong Kong Polytechnic University, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100640301"],"corresponding_institution_ids":["https://openalex.org/I142108993"],"apc_list":null,"apc_paid":null,"fwci":7.2964,"has_fulltext":false,"cited_by_count":75,"citation_normalized_percentile":{"value":0.98498474,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"65","issue":"10","first_page":"3390","last_page":"3403"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9983000159263611,"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/T10860","display_name":"Speech and Audio Processing","score":0.9972000122070312,"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/robustness","display_name":"Robustness (evolution)","score":0.7025067210197449},{"id":"https://openalex.org/keywords/minimum-mean-square-error","display_name":"Minimum mean square error","score":0.5716267228126526},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5298226475715637},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.528208315372467},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5258299112319946},{"id":"https://openalex.org/keywords/fourier-transform","display_name":"Fourier transform","score":0.5176363587379456},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.4877660870552063},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.4564807713031769},{"id":"https://openalex.org/keywords/adaptive-filter","display_name":"Adaptive filter","score":0.4504918158054352},{"id":"https://openalex.org/keywords/gaussian-noise","display_name":"Gaussian noise","score":0.4334743618965149},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42319217324256897},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.22880274057388306},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15840446949005127},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.07516726851463318}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7025067210197449},{"id":"https://openalex.org/C90652560","wikidata":"https://www.wikidata.org/wiki/Q11091747","display_name":"Minimum mean square error","level":3,"score":0.5716267228126526},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5298226475715637},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.528208315372467},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5258299112319946},{"id":"https://openalex.org/C102519508","wikidata":"https://www.wikidata.org/wiki/Q6520159","display_name":"Fourier transform","level":2,"score":0.5176363587379456},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.4877660870552063},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4564807713031769},{"id":"https://openalex.org/C102248274","wikidata":"https://www.wikidata.org/wiki/Q168388","display_name":"Adaptive filter","level":2,"score":0.4504918158054352},{"id":"https://openalex.org/C4199805","wikidata":"https://www.wikidata.org/wiki/Q2725903","display_name":"Gaussian noise","level":2,"score":0.4334743618965149},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42319217324256897},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.22880274057388306},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15840446949005127},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.07516726851463318},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsi.2018.2825241","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsi.2018.2825241","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":[],"awards":[{"id":"https://openalex.org/G1114543628","display_name":null,"funder_award_id":"Xm2017107","funder_id":"https://openalex.org/F4320326161","funder_display_name":"Chongqing Postdoctoral Science Special Foundation"},{"id":"https://openalex.org/G2189274656","display_name":null,"funder_award_id":"61671389","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4701877596","display_name":null,"funder_award_id":"XDJK2017D178","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G60799914","display_name":null,"funder_award_id":"61672436","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7227998432","display_name":null,"funder_award_id":"2016M590853","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320326161","display_name":"Chongqing Postdoctoral Science Special Foundation","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W569770330","https://openalex.org/W1547069917","https://openalex.org/W1701760339","https://openalex.org/W1966048296","https://openalex.org/W1983458885","https://openalex.org/W2001916575","https://openalex.org/W2012245169","https://openalex.org/W2014929011","https://openalex.org/W2030504178","https://openalex.org/W2038619475","https://openalex.org/W2044845288","https://openalex.org/W2069254750","https://openalex.org/W2071820974","https://openalex.org/W2073990453","https://openalex.org/W2101809033","https://openalex.org/W2103628399","https://openalex.org/W2135160607","https://openalex.org/W2136409657","https://openalex.org/W2136541117","https://openalex.org/W2141695047","https://openalex.org/W2144902422","https://openalex.org/W2151346244","https://openalex.org/W2167932108","https://openalex.org/W2330981327","https://openalex.org/W2342654477","https://openalex.org/W2481926318","https://openalex.org/W2494968998","https://openalex.org/W2500372537","https://openalex.org/W2522471716","https://openalex.org/W2588821529","https://openalex.org/W2679491435","https://openalex.org/W2963173208","https://openalex.org/W2964234909","https://openalex.org/W4230367971","https://openalex.org/W4243330440","https://openalex.org/W6616109796","https://openalex.org/W6681302627"],"related_works":["https://openalex.org/W2102148524","https://openalex.org/W2314720829","https://openalex.org/W1583991000","https://openalex.org/W4385074335","https://openalex.org/W1601700842","https://openalex.org/W2626189183","https://openalex.org/W2075897667","https://openalex.org/W2907746047","https://openalex.org/W3125536267","https://openalex.org/W2274645452"],"abstract_inverted_index":{"Random":[0],"Fourier":[1,13,97],"adaptive":[2,32],"filters":[3,23],"(RFAFs)":[4],"project":[5],"the":[6,19,42,54,59,69,76,83,106,122,154,163],"original":[7],"data":[8],"into":[9],"a":[10,93,109,118],"high-dimensional":[11],"random":[12,96],"feature":[14],"space":[15],"(RFFS)":[16],"such":[17],"that":[18,144],"network":[20],"structure":[21],"of":[22,71,78,130,156,165],"is":[24,41,50,88,113,134],"fixed":[25],"while":[26],"achieving":[27],"similar":[28],"performance":[29,66,152],"with":[30],"kernel":[31],"filters.":[33],"The":[34],"commonly":[35],"used":[36],"error":[37,46,129],"criterion":[38,61,86],"in":[39,68,162],"RFAFs":[40,79],"well-known":[43],"minimum":[44],"mean-square":[45,128],"(MMSE)":[47],"criterion,":[48],"which":[49],"optimal":[51],"only":[52],"under":[53,99],"Gaussian":[55],"noise":[56],"assumption.":[57],"However,":[58],"MMSE":[60],"suffers":[62],"from":[63,153],"instability":[64],"and":[65,125,132,146,159],"deterioration":[67],"presence":[70,164],"non-Gaussian":[72],"noises.":[73,167],"To":[74,103],"improve":[75,105],"robustness":[77],"against":[80],"large":[81],"outliers,":[82],"maximum":[84,100],"correntropy":[85,101],"(MCC)":[87],"applied":[89],"to":[90,136],"RFFS,":[91],"generating":[92],"novel":[94],"robust":[95],"filter":[98],"(RFFMC).":[102],"further":[104],"filtering":[107,151,157],"accuracy,":[108],"random-batch":[110],"RFFMC":[111,131,145],"(RB-RFFMC)":[112],"also":[114],"presented.":[115],"In":[116],"addition,":[117],"theoretical":[119],"analysis":[120],"on":[121],"convergence":[123],"characteristics":[124],"steady-state":[126],"excess":[127],"RB-RFFMC":[133],"provided":[135],"validate":[137],"their":[138],"superior":[139],"performance.":[140],"Simulation":[141],"results":[142],"illustrate":[143],"its":[147],"extension":[148],"provide":[149],"desirable":[150],"aspects":[155],"accuracy":[158],"robustness,":[160],"especially":[161],"impulsive":[166]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":14},{"year":2019,"cited_by_count":12},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
