{"id":"https://openalex.org/W4411337073","doi":"https://doi.org/10.1109/tvt.2025.3579642","title":"Online Task Allocation Based on Lyapunov Optimization and Fuzzy Control System in Vehicular Mobile Crowdsensing","display_name":"Online Task Allocation Based on Lyapunov Optimization and Fuzzy Control System in Vehicular Mobile Crowdsensing","publication_year":2025,"publication_date":"2025-06-16","ids":{"openalex":"https://openalex.org/W4411337073","doi":"https://doi.org/10.1109/tvt.2025.3579642"},"language":"en","primary_location":{"id":"doi:10.1109/tvt.2025.3579642","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2025.3579642","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"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 Vehicular Technology","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/A5102717517","display_name":"Wei You","orcid":"https://orcid.org/0009-0009-6231-624X"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei You","raw_affiliation_strings":["School of Computer Science and Cyber Engineering, Guangzhou University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Cyber Engineering, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038492850","display_name":"Tao Peng","orcid":"https://orcid.org/0000-0003-1653-4501"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Peng","raw_affiliation_strings":["School of Computer Science and Cyber Engineering, Guangzhou University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-1653-4501","affiliations":[{"raw_affiliation_string":"School of Computer Science and Cyber Engineering, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102802922","display_name":"Z. Xie","orcid":null},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhidong Xie","raw_affiliation_strings":["School of Computer Science and Cyber Engineering, Guangzhou University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Cyber Engineering, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100386734","display_name":"Guojun Wang","orcid":"https://orcid.org/0000-0002-9815-749X"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guojun Wang","raw_affiliation_strings":["School of Computer Science and Cyber Engineering, Guangzhou University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-9815-749X","affiliations":[{"raw_affiliation_string":"School of Computer Science and Cyber Engineering, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085755018","display_name":"Weizhi Meng","orcid":"https://orcid.org/0000-0003-4384-5786"},"institutions":[{"id":"https://openalex.org/I67415387","display_name":"Lancaster University","ror":"https://ror.org/04f2nsd36","country_code":"GB","type":"education","lineage":["https://openalex.org/I67415387"]},{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK","GB"],"is_corresponding":false,"raw_author_name":"Weizhi Meng","raw_affiliation_strings":["School of Computing and Communications, Lancaster University, Lancaster, UK","Department of Applied Mathematics and Computer Science, Technical University of Denmark (DTU), Denmark"],"raw_orcid":"https://orcid.org/0000-0003-4384-5786","affiliations":[{"raw_affiliation_string":"School of Computing and Communications, Lancaster University, Lancaster, UK","institution_ids":["https://openalex.org/I67415387"]},{"raw_affiliation_string":"Department of Applied Mathematics and Computer Science, Technical University of Denmark (DTU), Denmark","institution_ids":["https://openalex.org/I96673099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100432505","display_name":"Qin Liu","orcid":"https://orcid.org/0000-0003-0236-4513"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qin Liu","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Hunan University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0003-0236-4513","affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108909456","display_name":"E.Z. Luo","orcid":"https://orcid.org/0000-0002-7925-2272"},"institutions":[{"id":"https://openalex.org/I121296143","display_name":"Hunan University of Science and Technology","ror":"https://ror.org/02m9vrb24","country_code":"CN","type":"education","lineage":["https://openalex.org/I121296143"]},{"id":"https://openalex.org/I24407930","display_name":"Hunan University of Science and Engineering","ror":"https://ror.org/04ymz0q33","country_code":"CN","type":"education","lineage":["https://openalex.org/I24407930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Entao Luo","raw_affiliation_strings":["School of Information Engineering, Hunan University of Science and Engineering, Yongzhou, China","School of Information Engineering, Hunan University of Science and Technology, China"],"raw_orcid":"https://orcid.org/0000-0002-7925-2272","affiliations":[{"raw_affiliation_string":"School of Information Engineering, Hunan University of Science and Engineering, Yongzhou, China","institution_ids":["https://openalex.org/I24407930"]},{"raw_affiliation_string":"School of Information Engineering, Hunan University of Science and Technology, China","institution_ids":["https://openalex.org/I121296143"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7218,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.6904257,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"74","issue":"11","first_page":"17123","last_page":"17135"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11500","display_name":"Evacuation and Crowd Dynamics","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T11500","display_name":"Evacuation and Crowd Dynamics","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9842000007629395,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11942","display_name":"Transportation and Mobility Innovations","score":0.9409999847412109,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/crowdsensing","display_name":"Crowdsensing","score":0.6861612200737},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6054322719573975},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.5912724733352661},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5659407377243042},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5650351047515869},{"id":"https://openalex.org/keywords/lyapunov-optimization","display_name":"Lyapunov optimization","score":0.5376421809196472},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4527672529220581},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.33705905079841614},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.29938340187072754},{"id":"https://openalex.org/keywords/lyapunov-redesign","display_name":"Lyapunov redesign","score":0.2486177384853363},{"id":"https://openalex.org/keywords/lyapunov-exponent","display_name":"Lyapunov exponent","score":0.14724642038345337},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13741448521614075},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.09449112415313721}],"concepts":[{"id":"https://openalex.org/C2780821482","wikidata":"https://www.wikidata.org/wiki/Q25381721","display_name":"Crowdsensing","level":2,"score":0.6861612200737},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6054322719573975},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.5912724733352661},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5659407377243042},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5650351047515869},{"id":"https://openalex.org/C101403955","wikidata":"https://www.wikidata.org/wiki/Q6707083","display_name":"Lyapunov optimization","level":5,"score":0.5376421809196472},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4527672529220581},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.33705905079841614},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.29938340187072754},{"id":"https://openalex.org/C37935115","wikidata":"https://www.wikidata.org/wiki/Q6707085","display_name":"Lyapunov redesign","level":4,"score":0.2486177384853363},{"id":"https://openalex.org/C191544260","wikidata":"https://www.wikidata.org/wiki/Q1238630","display_name":"Lyapunov exponent","level":3,"score":0.14724642038345337},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13741448521614075},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.09449112415313721},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tvt.2025.3579642","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2025.3579642","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"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 Vehicular Technology","raw_type":"journal-article"},{"id":"pmh:oai:eprints.lancs.ac.uk:234479","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401916","display_name":"Lancaster EPrints (Lancaster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67415387","host_organization_name":"Lancaster University","host_organization_lineage":["https://openalex.org/I67415387"],"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":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1199340970","display_name":null,"funder_award_id":"62272150","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2715785815","display_name":null,"funder_award_id":"62172159","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3921661463","display_name":null,"funder_award_id":"62472113","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3995363970","display_name":null,"funder_award_id":"2023A1515012358","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"},{"id":"https://openalex.org/G6404655336","display_name":null,"funder_award_id":"62372121","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/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W2014511456","https://openalex.org/W2059645324","https://openalex.org/W2125826911","https://openalex.org/W2490096848","https://openalex.org/W2587653416","https://openalex.org/W2588075546","https://openalex.org/W2598319529","https://openalex.org/W2612758347","https://openalex.org/W2739883206","https://openalex.org/W2767655584","https://openalex.org/W2787597229","https://openalex.org/W2794925497","https://openalex.org/W2888120000","https://openalex.org/W2899842478","https://openalex.org/W2918142253","https://openalex.org/W2938233572","https://openalex.org/W2950616977","https://openalex.org/W2953213487","https://openalex.org/W2956685526","https://openalex.org/W3006632686","https://openalex.org/W3006998499","https://openalex.org/W3010072053","https://openalex.org/W3025269294","https://openalex.org/W3030401096","https://openalex.org/W3030442450","https://openalex.org/W3036230618","https://openalex.org/W3047040106","https://openalex.org/W3094807411","https://openalex.org/W3107940265","https://openalex.org/W3119835185","https://openalex.org/W3153115523","https://openalex.org/W3162980503","https://openalex.org/W3177230637","https://openalex.org/W3201268413","https://openalex.org/W3207137920","https://openalex.org/W3208914957","https://openalex.org/W3213533873","https://openalex.org/W4210458681","https://openalex.org/W4283211270","https://openalex.org/W4285232272","https://openalex.org/W4285407688","https://openalex.org/W4301430327","https://openalex.org/W4312573762","https://openalex.org/W4360603887","https://openalex.org/W4376130058","https://openalex.org/W4383428008","https://openalex.org/W4386280834","https://openalex.org/W4386565847","https://openalex.org/W4386736581","https://openalex.org/W4389495243","https://openalex.org/W4389987820","https://openalex.org/W4391257285","https://openalex.org/W4392114372","https://openalex.org/W4392693944","https://openalex.org/W4393253163","https://openalex.org/W4396712935","https://openalex.org/W4400036249","https://openalex.org/W4401749065","https://openalex.org/W4402265256","https://openalex.org/W4402448499","https://openalex.org/W4405303802","https://openalex.org/W4405429314","https://openalex.org/W4405812546","https://openalex.org/W4409019787"],"related_works":["https://openalex.org/W2563347706","https://openalex.org/W2608033733","https://openalex.org/W4287604253","https://openalex.org/W1894261276","https://openalex.org/W2168877220","https://openalex.org/W2295662171","https://openalex.org/W4381785531","https://openalex.org/W2544640472","https://openalex.org/W3044672725","https://openalex.org/W135622916"],"abstract_inverted_index":{"As":[0],"a":[1,34,118],"powerful":[2],"and":[3,27,41,61,71,84,132,147,169,176],"promising":[4],"paradigm,":[5],"vehicular":[6,44],"mobile":[7,45],"crowdsensing":[8,46,59],"(VMCS)":[9],"recruits":[10],"sensing":[11,162],"devices":[12],"on":[13,154],"vehicles":[14],"to":[15,106,122,143],"collect":[16],"sensory":[17],"data,":[18],"offering":[19],"advantages":[20,175],"such":[21],"as":[22],"low":[23],"cost,":[24],"wide":[25],"coverage,":[26],"high":[28],"data":[29],"quality.":[30],"Task":[31],"allocation":[32,51,83],"plays":[33],"crucial":[35],"role":[36],"in":[37],"determining":[38],"the":[39,69,125,130],"efficiency":[40,133],"performance":[42],"of":[43,74,134],"systems.":[47],"However,":[48],"existing":[49],"task":[50,82,135],"methods":[52],"are":[53],"mostly":[54],"designed":[55],"for":[56],"offline,":[57],"single-task":[58],"scenarios":[60],"rarely":[62],"consider":[63],"privacy":[64,85,139,146],"protection,":[65],"which":[66],"cannot":[67],"meet":[68],"dynamic":[70],"complex":[72],"requirements":[73],"real-world":[75],"applications.":[76],"Therefore,":[77],"we":[78,102,116],"propose":[79],"an":[80],"online":[81],"preservation":[86],"scheme":[87,160],"called":[88],"Lya-FCGA":[89],"(Lyapunov":[90],"optimization":[91,105],"with":[92],"Fuzzy":[93],"Controller-based":[94],"Genetic":[95],"Algorithm).":[96],"To":[97],"maintain":[98],"long-term":[99,108,166],"system":[100,121,167],"stability,":[101],"utilize":[103],"Lyapunov":[104],"transform":[107],"objectives":[109],"into":[110],"per-time-slot":[111],"queue":[112],"control":[113,120],"problems.":[114],"Additionally,":[115],"introduce":[117],"fuzzy":[119],"adaptively":[123],"adjust":[124],"genetic":[126],"algorithm":[127],"parameters,":[128],"enhancing":[129],"accuracy":[131],"allocation.":[136],"Moreover,":[137],"differential":[138],"technology":[140],"is":[141],"employed":[142],"protect":[144],"workers'":[145],"increase":[148],"their":[149],"participation":[150],"willingness.":[151],"Extensive":[152],"experiments":[153],"real":[155],"datasets":[156],"demonstrate":[157],"that":[158],"our":[159],"reduces":[161],"costs":[163],"while":[164],"ensuring":[165],"stability":[168],"effectively":[170],"protecting":[171],"privacy,":[172],"showcasing":[173],"great":[174],"potential.":[177]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}