{"id":"https://openalex.org/W4414647688","doi":"https://doi.org/10.1109/vtc2025-spring65109.2025.11174912","title":"Adaptive Resource Alternation Optimization for Robust Federated Learning in Vehicular Networks","display_name":"Adaptive Resource Alternation Optimization for Robust Federated Learning in Vehicular Networks","publication_year":2025,"publication_date":"2025-06-17","ids":{"openalex":"https://openalex.org/W4414647688","doi":"https://doi.org/10.1109/vtc2025-spring65109.2025.11174912"},"language":"en","primary_location":{"id":"doi:10.1109/vtc2025-spring65109.2025.11174912","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vtc2025-spring65109.2025.11174912","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 101st Vehicular Technology Conference (VTC2025-Spring)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5038720808","display_name":"Cui Wang","orcid":"https://orcid.org/0000-0002-8070-5574"},"institutions":[{"id":"https://openalex.org/I4210101931","display_name":"HBIS (China)","ror":"https://ror.org/00zjpfj13","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210101931"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Cui Wang","raw_affiliation_strings":["The 54th Research Institute of China Electriconics Technology Group Corporation,Shijiazhuang,Hebei,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The 54th Research Institute of China Electriconics Technology Group Corporation,Shijiazhuang,Hebei,China","institution_ids":["https://openalex.org/I4210101931"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5038720808"],"corresponding_institution_ids":["https://openalex.org/I4210101931"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.993399977684021,"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":0.993399977684021,"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":0.9887999892234802,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9690999984741211,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.632099986076355},{"id":"https://openalex.org/keywords/vehicular-ad-hoc-network","display_name":"Vehicular ad hoc network","score":0.5508000254631042},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.5394999980926514},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5117999911308289},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.4724000096321106},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.41260001063346863},{"id":"https://openalex.org/keywords/vehicular-communication-systems","display_name":"Vehicular communication systems","score":0.3946000039577484},{"id":"https://openalex.org/keywords/transmitter-power-output","display_name":"Transmitter power output","score":0.3765000104904175},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.3668999969959259}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7609999775886536},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.632099986076355},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.555400013923645},{"id":"https://openalex.org/C192448918","wikidata":"https://www.wikidata.org/wiki/Q682677","display_name":"Vehicular ad hoc network","level":4,"score":0.5508000254631042},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.5394999980926514},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5117999911308289},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.4724000096321106},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.41260001063346863},{"id":"https://openalex.org/C30095986","wikidata":"https://www.wikidata.org/wiki/Q1035238","display_name":"Vehicular communication systems","level":5,"score":0.3946000039577484},{"id":"https://openalex.org/C65422117","wikidata":"https://www.wikidata.org/wiki/Q358527","display_name":"Transmitter power output","level":4,"score":0.3765000104904175},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.3668999969959259},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.35830000042915344},{"id":"https://openalex.org/C56685638","wikidata":"https://www.wikidata.org/wiki/Q2300474","display_name":"Power control","level":3,"score":0.3517000079154968},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.34779998660087585},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.3253999948501587},{"id":"https://openalex.org/C157972887","wikidata":"https://www.wikidata.org/wiki/Q463359","display_name":"Convex optimization","level":3,"score":0.31940001249313354},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.31189998984336853},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.2874999940395355},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.2840999960899353},{"id":"https://openalex.org/C111852164","wikidata":"https://www.wikidata.org/wiki/Q1414679","display_name":"Handover","level":2,"score":0.2827000021934509},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.28139999508857727},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.2808000147342682},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.27070000767707825},{"id":"https://openalex.org/C2778291847","wikidata":"https://www.wikidata.org/wiki/Q1163937","display_name":"Macrocell","level":3,"score":0.2671999931335449},{"id":"https://openalex.org/C158968445","wikidata":"https://www.wikidata.org/wiki/Q7631150","display_name":"Subgradient method","level":2,"score":0.2653999924659729},{"id":"https://openalex.org/C40409654","wikidata":"https://www.wikidata.org/wiki/Q375889","display_name":"Orthogonal frequency-division multiplexing","level":3,"score":0.2648000121116638},{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.2646999955177307},{"id":"https://openalex.org/C28761237","wikidata":"https://www.wikidata.org/wiki/Q7805321","display_name":"Time horizon","level":2,"score":0.2637999951839447},{"id":"https://openalex.org/C141513077","wikidata":"https://www.wikidata.org/wiki/Q378542","display_name":"Independent and identically distributed random variables","level":3,"score":0.25450000166893005}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/vtc2025-spring65109.2025.11174912","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vtc2025-spring65109.2025.11174912","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 101st Vehicular Technology Conference (VTC2025-Spring)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W3211199052","https://openalex.org/W3215126987","https://openalex.org/W3216327094","https://openalex.org/W4210425674","https://openalex.org/W4213234812","https://openalex.org/W4285611407","https://openalex.org/W4388666567","https://openalex.org/W4391249105","https://openalex.org/W4396766663","https://openalex.org/W4402834325"],"related_works":[],"abstract_inverted_index":{"In":[0],"this":[1,128],"paper,":[2],"we":[3,91],"propose":[4],"a":[5,60,94,119],"novel":[6],"federated":[7],"learning":[8],"(FL)":[9],"scheme":[10,30,39,152,158],"for":[11,135,141],"vehicular":[12,69,113,174],"networks,":[13],"where":[14],"unreliable":[15],"wireless":[16,114],"communications":[17],"and":[18,36,73,76,122,139,168],"inefficient":[19],"resource":[20,52,142],"allocation":[21,137],"present":[22],"major":[23],"challenges":[24],"to":[25,126],"effective":[26],"model":[27,63,108],"training.":[28],"This":[29],"is":[31],"called":[32],"Adaptive":[33],"Resource":[34],"Alternation":[35],"Optimization":[37],"(ARAO)":[38],"that":[40,64,148],"jointly":[41],"addresses":[42],"these":[43],"issues":[44],"by":[45],"integrating":[46],"dynamic":[47,112,173],"power":[48,136],"control":[49],"with":[50],"optimized":[51],"block":[53],"assignment.":[54],"Specifically,":[55],"Our":[56],"approach":[57],"builds":[58],"upon":[59],"comprehensive":[61],"system":[62],"incorporates":[65],"the":[66,83,87,101,149,155,166],"effects":[67],"of":[68,86,170],"mobility,":[70],"time-varying":[71],"channels,":[72],"non-iid":[74],"(non-independently":[75],"identically":[77],"distributed)":[78],"data":[79],"distributions.":[80],"To":[81],"address":[82],"inherent":[84],"complexity":[85],"resulting":[88],"mixed-integer":[89],"problem,":[90],"first":[92],"formulate":[93],"joint":[95],"optimization":[96,124,138],"problem":[97,129],"aimed":[98],"at":[99],"minimizing":[100],"FL":[102,171],"loss":[103],"function":[104],"while":[105],"ensuring":[106],"successful":[107],"update":[109],"transmission":[110],"over":[111],"channels.":[115],"We":[116],"then":[117],"employ":[118],"convex":[120],"relaxation":[121],"alternating":[123],"framework":[125],"decompose":[127],"into":[130],"two":[131],"interdependent":[132],"subproblems:":[133],"one":[134],"another":[140],"assignment":[143],"optimization.":[144],"Simulation":[145],"results":[146],"show":[147],"proposed":[150],"ARAO":[151],"significantly":[153],"outperforms":[154],"conventional":[156],"FedAvg":[157],"not":[159],"only":[160],"accelerates":[161],"convergence":[162],"but":[163],"also":[164],"enhances":[165],"robustness":[167],"scalability":[169],"in":[172],"environments.":[175]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
