{"id":"https://openalex.org/W7134919999","doi":"https://doi.org/10.1109/tsusc.2026.3672703","title":"Nash Bargaining and Coalition-Based Incentives for Federated Learning in Internet of Vehicles","display_name":"Nash Bargaining and Coalition-Based Incentives for Federated Learning in Internet of Vehicles","publication_year":2026,"publication_date":"2026-03-10","ids":{"openalex":"https://openalex.org/W7134919999","doi":"https://doi.org/10.1109/tsusc.2026.3672703"},"language":null,"primary_location":{"id":"doi:10.1109/tsusc.2026.3672703","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsusc.2026.3672703","pdf_url":null,"source":{"id":"https://openalex.org/S4210221417","display_name":"IEEE Transactions on Sustainable Computing","issn_l":"2377-3782","issn":["2377-3782","2377-3790"],"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 Sustainable Computing","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/A5062834800","display_name":"Qiufen Ni","orcid":"https://orcid.org/0000-0002-0462-9549"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiufen Ni","raw_affiliation_strings":["School of Computer Science and Technology, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-0462-9549","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128751739","display_name":"Lu Jin","orcid":null},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lu Jin","raw_affiliation_strings":["School of Computer Science and Technology, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0009-0009-4070-1956","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100385875","display_name":"Chenyu Wang","orcid":"https://orcid.org/0000-0002-6527-2897"},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenhao Wang","raw_affiliation_strings":["Institute of Artificial Intelligence and Future Networks, Beijing Normal University, Zhuhai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Artificial Intelligence and Future Networks, Beijing Normal University, Zhuhai, China","institution_ids":["https://openalex.org/I25254941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081130966","display_name":"Jianxiong Guo","orcid":"https://orcid.org/0000-0003-3417-3164"},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianxiong Guo","raw_affiliation_strings":["Institute of Artificial Intelligence and Future Networks, Beijing Normal University, Zhuhai, China"],"raw_orcid":"https://orcid.org/0000-0002-0994-3297","affiliations":[{"raw_affiliation_string":"Institute of Artificial Intelligence and Future Networks, Beijing Normal University, Zhuhai, China","institution_ids":["https://openalex.org/I25254941"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5126820585","display_name":"Weili Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Weili Wu","raw_affiliation_strings":["Department of Computer Science, The University of Texas at Dallas, Richardson, TX, USA"],"raw_orcid":"https://orcid.org/0000-0001-8747-6340","affiliations":[{"raw_affiliation_string":"Department of Computer Science, The University of Texas at Dallas, Richardson, TX, USA","institution_ids":["https://openalex.org/I162577319"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.24077133,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"11","issue":"3","first_page":"213","last_page":"226"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.7781000137329102,"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"}},"topics":[{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.7781000137329102,"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"}},{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.042899999767541885,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.02329999953508377,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/incentive","display_name":"Incentive","score":0.6751000285148621},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5946999788284302},{"id":"https://openalex.org/keywords/bargaining-problem","display_name":"Bargaining problem","score":0.559499979019165},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.5236999988555908},{"id":"https://openalex.org/keywords/nash-equilibrium","display_name":"Nash equilibrium","score":0.5163999795913696},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.4991999864578247},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.4964999854564667},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4754999876022339},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.4699999988079071}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6761999726295471},{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.6751000285148621},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5946999788284302},{"id":"https://openalex.org/C90376892","wikidata":"https://www.wikidata.org/wiki/Q1516247","display_name":"Bargaining problem","level":2,"score":0.559499979019165},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.5236999988555908},{"id":"https://openalex.org/C46814582","wikidata":"https://www.wikidata.org/wiki/Q23389","display_name":"Nash equilibrium","level":2,"score":0.5163999795913696},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.4991999864578247},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.4964999854564667},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4754999876022339},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.4699999988079071},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.46480000019073486},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4496000111103058},{"id":"https://openalex.org/C177142836","wikidata":"https://www.wikidata.org/wiki/Q44455","display_name":"Game theory","level":2,"score":0.44130000472068787},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.38119998574256897},{"id":"https://openalex.org/C32407928","wikidata":"https://www.wikidata.org/wiki/Q2733833","display_name":"Best response","level":3,"score":0.36570000648498535},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.31630000472068787},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.2919999957084656},{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.28290000557899475},{"id":"https://openalex.org/C9233905","wikidata":"https://www.wikidata.org/wiki/Q3276328","display_name":"Bidding","level":2,"score":0.28130000829696655},{"id":"https://openalex.org/C73795354","wikidata":"https://www.wikidata.org/wiki/Q287618","display_name":"Sequential game","level":3,"score":0.2669999897480011},{"id":"https://openalex.org/C153517567","wikidata":"https://www.wikidata.org/wiki/Q26090","display_name":"Mechanism design","level":2,"score":0.262800008058548},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.26080000400543213},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2574999928474426},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.2563000023365021},{"id":"https://openalex.org/C2777958785","wikidata":"https://www.wikidata.org/wiki/Q17120940","display_name":"Resource efficiency","level":2,"score":0.25589999556541443}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsusc.2026.3672703","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsusc.2026.3672703","pdf_url":null,"source":{"id":"https://openalex.org/S4210221417","display_name":"IEEE Transactions on Sustainable Computing","issn_l":"2377-3782","issn":["2377-3782","2377-3790"],"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 Sustainable Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5381427449","display_name":null,"funder_award_id":"62202055","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6661371309","display_name":null,"funder_award_id":"312200502510","funder_id":"https://openalex.org/F4320321432","funder_display_name":"Beijing Normal University"},{"id":"https://openalex.org/G7940503744","display_name":null,"funder_award_id":"62202109","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8940082245","display_name":null,"funder_award_id":"2025A1515012843","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321432","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35"},{"id":"https://openalex.org/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0],"dynamic":[1,73,167],"topology,":[2],"resource":[3,49,150],"constraints,":[4],"and":[5,36,51,62,126,158,197,200],"data":[6,64,144],"heterogeneity":[7],"inherent":[8],"in":[9],"the":[10,19,53,141,147,156,161],"Internet":[11],"of":[12,22,56,143,149,160],"Vehicles":[13],"(IoV)":[14],"present":[15],"fundamental":[16],"challenges":[17],"to":[18,72,79,123],"effective":[20],"deployment":[21],"federated":[23],"learning":[24,128],"(FL)":[25],"applications.":[26],"Traditional":[27],"FL":[28,183],"strategies":[29],"often":[30],"suffer":[31],"from":[32,83],"suboptimal":[33],"model":[34,189],"performance":[35],"excessive":[37],"communication":[38,192],"overhead":[39],"under":[40,165],"such":[41],"conditions.":[42,168],"Existing":[43],"solutions":[44],"primarily":[45],"focus":[46],"on":[47,112,171],"static":[48],"allocation":[50,203],"overlook":[52],"compounded":[54],"effects":[55],"high":[57,187],"mobility,":[58],"diverse":[59],"device":[60],"capabilities,":[61],"time-varying":[63],"quality.":[65],"Moreover,":[66],"current":[67],"incentive":[68,94],"mechanisms":[69],"lack":[70],"adaptability":[71],"resource-benefit":[74],"trade-offs,":[75],"making":[76],"it":[77],"challenging":[78],"sustain":[80],"efficient":[81,125],"participation":[82],"vehicle":[84],"clients.":[85],"To":[86],"address":[87],"these":[88],"issues,":[89],"we":[90,131],"propose":[91,132],"NBCI-FL,":[92],"an":[93],"framework":[95],"that":[96,138,175],"redefines":[97],"vehicular":[98,166],"collaboration":[99],"as":[100],"a":[101,107,118,133],"multi-objective":[102],"coalition":[103,114],"game.":[104],"It":[105],"introduces":[106],"mobility-aware":[108],"coalition-formation":[109],"mechanism":[110,122],"based":[111],"heterogeneous":[113],"games,":[115],"along":[116],"with":[117,146],"three-dimensional":[119],"evaluation-based":[120],"client-selection":[121],"construct":[124],"stable":[127],"clusters.":[129],"Furthermore,":[130],"two-stage":[134],"Nash":[135,162],"bargaining":[136,163],"game":[137],"dynamically":[139],"balances":[140],"fairness":[142],"contributions":[145],"optimization":[148],"utilization":[151],"efficiency.":[152],"Theoretical":[153],"analysis":[154],"proves":[155],"existence":[157],"effectiveness":[159],"equilibrium":[164],"Extensive":[169],"simulations":[170],"real-world":[172],"datasets":[173],"demonstrate":[174],"our":[176],"proposed":[177],"NBCI-FL":[178],"substantially":[179],"outperforms":[180],"state-of-the-art":[181],"traditional":[182],"baselines":[184],"by":[185],"maintaining":[186],"global":[188],"accuracy,":[190],"improving":[191],"efficiency,":[193],"enhancing":[194],"network":[195],"stability,":[196],"ensuring":[198],"fair":[199],"rational":[201],"utility":[202],"among":[204],"all":[205],"participants.":[206]},"counts_by_year":[],"updated_date":"2026-06-06T06:22:57.294733","created_date":"2026-03-12T00:00:00"}