{"id":"https://openalex.org/W3133659122","doi":"https://doi.org/10.1109/tac.2021.3064991","title":"A Novel Data-based Stochastic Distribution Control for Non-Gaussian Stochastic Systems","display_name":"A Novel Data-based Stochastic Distribution Control for Non-Gaussian Stochastic Systems","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3133659122","doi":"https://doi.org/10.1109/tac.2021.3064991","mag":"3133659122"},"language":"en","primary_location":{"id":"doi:10.1109/tac.2021.3064991","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tac.2021.3064991","pdf_url":null,"source":{"id":"https://openalex.org/S184954342","display_name":"IEEE Transactions on Automatic Control","issn_l":"0018-9286","issn":["0018-9286","1558-2523","2334-3303"],"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 Automatic Control","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.osti.gov/servlets/purl/1772642","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074482601","display_name":"Qichun Zhang","orcid":"https://orcid.org/0000-0003-2479-8195"},"institutions":[{"id":"https://openalex.org/I139894009","display_name":"University of Bradford","ror":"https://ror.org/00vs8d940","country_code":"GB","type":"education","lineage":["https://openalex.org/I139894009"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Qichun Zhang","raw_affiliation_strings":["Department of Computer Science, University of Bradford, Bradford, U.K"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Bradford, Bradford, U.K","institution_ids":["https://openalex.org/I139894009"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100369619","display_name":"Hong Wang","orcid":"https://orcid.org/0000-0002-9876-0176"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]},{"id":"https://openalex.org/I1309980932","display_name":"National Transportation Research Center","ror":"https://ror.org/011fc0n53","country_code":"US","type":"government","lineage":["https://openalex.org/I1309980932"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hong Wang","raw_affiliation_strings":["National Transportation Research Centre, Oak Ridge National Laboratory, Oak Ridge, TN, USA"],"affiliations":[{"raw_affiliation_string":"National Transportation Research Centre, Oak Ridge National Laboratory, Oak Ridge, TN, USA","institution_ids":["https://openalex.org/I1309980932","https://openalex.org/I1289243028"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5074482601"],"corresponding_institution_ids":["https://openalex.org/I139894009"],"apc_list":null,"apc_paid":null,"fwci":7.0517,"has_fulltext":false,"cited_by_count":62,"citation_normalized_percentile":{"value":0.97579341,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":0.9988999962806702,"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/T11236","display_name":"Control Systems and Identification","score":0.9988999962806702,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9983000159263611,"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/T10320","display_name":"Neural Networks and Applications","score":0.9952999949455261,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/stochastic-optimization","display_name":"Stochastic optimization","score":0.704068124294281},{"id":"https://openalex.org/keywords/probability-density-function","display_name":"Probability density function","score":0.6442534923553467},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5855615139007568},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.5813244581222534},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5274598598480225},{"id":"https://openalex.org/keywords/probability-distribution","display_name":"Probability distribution","score":0.5143776535987854},{"id":"https://openalex.org/keywords/kernel-density-estimation","display_name":"Kernel density estimation","score":0.49335065484046936},{"id":"https://openalex.org/keywords/interpolation","display_name":"Interpolation (computer graphics)","score":0.47469180822372437},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.4605589807033539},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4424741566181183},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.41296151280403137},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3314835727214813},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21589010953903198}],"concepts":[{"id":"https://openalex.org/C194387892","wikidata":"https://www.wikidata.org/wiki/Q1747770","display_name":"Stochastic optimization","level":2,"score":0.704068124294281},{"id":"https://openalex.org/C197055811","wikidata":"https://www.wikidata.org/wiki/Q207522","display_name":"Probability density function","level":2,"score":0.6442534923553467},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5855615139007568},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.5813244581222534},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5274598598480225},{"id":"https://openalex.org/C149441793","wikidata":"https://www.wikidata.org/wiki/Q200726","display_name":"Probability distribution","level":2,"score":0.5143776535987854},{"id":"https://openalex.org/C71134354","wikidata":"https://www.wikidata.org/wiki/Q458825","display_name":"Kernel density estimation","level":3,"score":0.49335065484046936},{"id":"https://openalex.org/C137800194","wikidata":"https://www.wikidata.org/wiki/Q11713455","display_name":"Interpolation (computer graphics)","level":3,"score":0.47469180822372437},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.4605589807033539},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4424741566181183},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.41296151280403137},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3314835727214813},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21589010953903198},{"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/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","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/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tac.2021.3064991","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tac.2021.3064991","pdf_url":null,"source":{"id":"https://openalex.org/S184954342","display_name":"IEEE Transactions on Automatic Control","issn_l":"0018-9286","issn":["0018-9286","1558-2523","2334-3303"],"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 Automatic Control","raw_type":"journal-article"},{"id":"pmh:oai:bradscholars.brad.ac.uk:10454/18442","is_oa":false,"landing_page_url":"http://hdl.handle.net/10454/18442","pdf_url":null,"source":{"id":"https://openalex.org/S4306401846","display_name":"Bradford Scholars (University of Bradford)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139894009","host_organization_name":"University of Bradford","host_organization_lineage":["https://openalex.org/I139894009"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Accepted manuscript"},{"id":"pmh:oai:osti.gov:1772642","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1772642","pdf_url":"https://www.osti.gov/servlets/purl/1772642","source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:osti.gov:1772642","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1772642","pdf_url":"https://www.osti.gov/servlets/purl/1772642","source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3133659122.pdf"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W1986092330","https://openalex.org/W2080722576","https://openalex.org/W2085128295","https://openalex.org/W2093324180","https://openalex.org/W2113864241","https://openalex.org/W2166395589","https://openalex.org/W2489768403","https://openalex.org/W2491398393","https://openalex.org/W2514782384","https://openalex.org/W2921630109","https://openalex.org/W4205707701","https://openalex.org/W4252415362","https://openalex.org/W4300723704","https://openalex.org/W6686820198"],"related_works":["https://openalex.org/W1528102763","https://openalex.org/W2351755528","https://openalex.org/W2585385340","https://openalex.org/W2465871978","https://openalex.org/W4297926828","https://openalex.org/W132006996","https://openalex.org/W2893341095","https://openalex.org/W1569550976","https://openalex.org/W4241043257","https://openalex.org/W3003818300"],"abstract_inverted_index":{"This":[0],"article":[1,126],"presents":[2],"a":[3,48,68,131,153],"novel":[4],"data-based":[5,88,133],"approach":[6],"to":[7,28,163],"investigate":[8],"the":[9,16,21,29,75,100,103,109,122,141,148,160,164],"non-Gaussian":[10],"stochastic":[11,39,76,166],"distribution":[12,40,77,167],"control":[13,78],"problem.":[14,86],"As":[15],"motivation":[17],"of":[18,102,111,124],"this":[19,66,125],"article,":[20],"existing":[22,165],"methods":[23],"have":[24,95],"been":[25,72,81,96,115],"summarised":[26],"regarding":[27],"drawbacks,":[30],"for":[31,37,51],"example,":[32],"neural":[33],"network":[34],"weights":[35],"training":[36],"unknown":[38],"and":[41,91,108,151],"so":[42],"on.":[43],"To":[44],"overcome":[45],"these":[46,112],"disadvantages,":[47],"new":[49,132,154],"transformation":[50,137],"dynamic":[52],"probability":[53,134],"density":[54,60,135],"function":[55,136],"is":[56,138,157],"given":[57,145],"by":[58,117],"kernel":[59],"estimation":[61],"using":[62],"interpolation.":[63],"Based":[64],"upon":[65],"transformation,":[67],"representative":[69],"model":[70],"has":[71,80,114],"developed":[73],"while":[74],"problem":[79],"transformed":[82],"into":[83],"an":[84],"optimization":[85,90,94,142],"Then,":[87],"direct":[89],"identification-based":[92],"indirect":[93],"proposed.":[97],"In":[98,120],"addition,":[99],"convergences":[101],"presented":[104,149],"algorithms":[105,113,143],"are":[106,127,144],"analysed":[107],"effectiveness":[110],"evaluated":[116],"numerical":[118],"examples.":[119],"summary,":[121],"contributions":[123],"as":[128,159],"follows:":[129],"1)":[130],"given;":[139],"2)":[140],"based":[146],"on":[147],"model;":[150],"3)":[152],"research":[155],"framework":[156],"demonstrated":[158],"potential":[161],"extensions":[162],"control.":[168]},"counts_by_year":[{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":24},{"year":2021,"cited_by_count":7}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}