{"id":"https://openalex.org/W4401692767","doi":"https://doi.org/10.1109/tcyb.2024.3440261","title":"An Accelerated Adaptive Gain Design in Stochastic Learning Control","display_name":"An Accelerated Adaptive Gain Design in Stochastic Learning Control","publication_year":2024,"publication_date":"2024-08-19","ids":{"openalex":"https://openalex.org/W4401692767","doi":"https://doi.org/10.1109/tcyb.2024.3440261","pmid":"https://pubmed.ncbi.nlm.nih.gov/39159031"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2024.3440261","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2024.3440261","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5088881799","display_name":"Xiang Cheng","orcid":"https://orcid.org/0000-0001-8267-4268"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiang Cheng","raw_affiliation_strings":["School of Mathematics and the Engineering Research Center of Financial Computation and Digital Engineering, Ministry of Education, Renmin University of China, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-8267-4268","affiliations":[{"raw_affiliation_string":"School of Mathematics and the Engineering Research Center of Financial Computation and Digital Engineering, Ministry of Education, Renmin University of China, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100712102","display_name":"Hao Jiang","orcid":"https://orcid.org/0000-0001-5891-6044"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Jiang","raw_affiliation_strings":["School of Mathematics and the Engineering Research Center of Financial Computation and Digital Engineering, Ministry of Education, Renmin University of China, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-5891-6044","affiliations":[{"raw_affiliation_string":"School of Mathematics and the Engineering Research Center of Financial Computation and Digital Engineering, Ministry of Education, Renmin University of China, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034770996","display_name":"Dong Shen","orcid":"https://orcid.org/0000-0003-1063-1351"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dong Shen","raw_affiliation_strings":["School of Mathematics and the Engineering Research Center of Financial Computation and Digital Engineering, Ministry of Education, Renmin University of China, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-1063-1351","affiliations":[{"raw_affiliation_string":"School of Mathematics and the Engineering Research Center of Financial Computation and Digital Engineering, Ministry of Education, Renmin University of China, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070195520","display_name":"Xinghuo Yu","orcid":"https://orcid.org/0000-0001-8093-9787"},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xinghuo Yu","raw_affiliation_strings":["School of Engineering, RMIT University, Melbourne, VIC, Australia"],"raw_orcid":"https://orcid.org/0000-0001-8093-9787","affiliations":[{"raw_affiliation_string":"School of Engineering, RMIT University, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I82951845"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8146,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.72576783,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"54","issue":"12","first_page":"7416","last_page":"7429"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11749","display_name":"Iterative Learning Control Systems","score":0.9753999710083008,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/T11749","display_name":"Iterative Learning Control Systems","score":0.9753999710083008,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9161999821662903,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/computer-science","display_name":"Computer science","score":0.5071456432342529},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.45361119508743286},{"id":"https://openalex.org/keywords/automatic-gain-control","display_name":"Automatic gain control","score":0.4206807017326355},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3942335247993469},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27894335985183716},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.06084635853767395}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5071456432342529},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.45361119508743286},{"id":"https://openalex.org/C177502760","wikidata":"https://www.wikidata.org/wiki/Q782524","display_name":"Automatic gain control","level":4,"score":0.4206807017326355},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3942335247993469},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27894335985183716},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.06084635853767395},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcyb.2024.3440261","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2024.3440261","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},{"id":"pmid:39159031","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39159031","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on cybernetics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3695611415","display_name":null,"funder_award_id":"Z210002","funder_id":"https://openalex.org/F4320334977","funder_display_name":"Beijing Municipal Natural Science Foundation"},{"id":"https://openalex.org/G401783134","display_name":null,"funder_award_id":"62173333","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4747985527","display_name":null,"funder_award_id":"12271522","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320334977","display_name":"Beijing Municipal Natural Science Foundation","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W600148761","https://openalex.org/W813180346","https://openalex.org/W2041242313","https://openalex.org/W2057402039","https://openalex.org/W2168855979","https://openalex.org/W2175405015","https://openalex.org/W2539264244","https://openalex.org/W2781532022","https://openalex.org/W2922446740","https://openalex.org/W2953924885","https://openalex.org/W2965097833","https://openalex.org/W2978518542","https://openalex.org/W3005246189","https://openalex.org/W3015912133","https://openalex.org/W3032823476","https://openalex.org/W3044762103","https://openalex.org/W3136128994","https://openalex.org/W3155499393","https://openalex.org/W3169543416","https://openalex.org/W3174508330","https://openalex.org/W3194087568","https://openalex.org/W3194296379","https://openalex.org/W3195204824","https://openalex.org/W4200382154","https://openalex.org/W4221067500","https://openalex.org/W4221131098","https://openalex.org/W4230058301","https://openalex.org/W4292977328","https://openalex.org/W4306911314","https://openalex.org/W4312809224","https://openalex.org/W4390075398","https://openalex.org/W4396542558"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2362660065","https://openalex.org/W2382290278"],"abstract_inverted_index":{"This":[0],"study":[1,49],"investigates":[2],"the":[3,19,24,30,51,72,83,115,120,134,141,145],"trajectory":[4],"tracking":[5,109],"problem":[6],"for":[7],"stochastic":[8],"systems":[9],"and":[10,110,137],"proposes":[11],"a":[12,100],"novel":[13],"adaptive":[14,52,84],"gain":[15,78,85,101],"design":[16,86,102],"to":[17,41,44,58,87,105,129],"enhance":[18,89],"transient":[20,90,142],"convergence":[21,91],"performance":[22,66,143],"of":[23,133,144],"learning":[25,95,123,146],"control":[26,96,124],"scheme.":[27],"Differing":[28],"from":[29,39],"existing":[31],"results":[32],"that":[33,114],"mainly":[34],"focused":[35],"on":[36,55,140],"gain's":[37],"transition":[38],"constant":[40],"decreasing":[42],"ones":[43],"suppress":[45],"noise":[46],"influence,":[47],"this":[48],"leverages":[50],"mechanisms":[53],"based":[54],"noisy":[56],"signals":[57],"achieve":[59],"an":[60,76],"acceleration":[61],"capability":[62],"by":[63,119],"addressing":[64],"diverse":[65],"at":[67],"different":[68],"time":[69],"instants":[70],"throughout":[71],"operation":[73],"interval.":[74],"Specifically,":[75],"additional":[77],"matrix":[79],"is":[80,103,112],"introduced":[81],"into":[82],"further":[88],"performance.":[92],"An":[93],"iterative":[94],"approach":[97],"with":[98],"such":[99],"proposed":[104,122,135],"realize":[106],"high":[107],"precision":[108],"it":[111],"proven":[113],"input":[116],"error":[117],"generated":[118],"newly":[121],"scheme":[125,136],"converges":[126],"almost":[127],"surely":[128],"zero.":[130],"The":[131],"effectiveness":[132],"its":[138],"improvement":[139],"process":[147],"are":[148],"numerically":[149],"validated.":[150]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}
