{"id":"https://openalex.org/W4360996390","doi":"https://doi.org/10.1109/icct56141.2022.10072709","title":"A Joint Resource Allocation and Efficient Communication Scheme Based on FL for the Internet of Vehicles","display_name":"A Joint Resource Allocation and Efficient Communication Scheme Based on FL for the Internet of Vehicles","publication_year":2022,"publication_date":"2022-11-11","ids":{"openalex":"https://openalex.org/W4360996390","doi":"https://doi.org/10.1109/icct56141.2022.10072709"},"language":"en","primary_location":{"id":"doi:10.1109/icct56141.2022.10072709","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icct56141.2022.10072709","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 22nd International Conference on Communication Technology (ICCT)","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/A5078206254","display_name":"Enchang Sun","orcid":"https://orcid.org/0000-0001-9285-0077"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Enchang Sun","raw_affiliation_strings":["Faculty of Information Technology","Beijing Dublin International College, Beijing University of Technology, Beijing, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology","institution_ids":[]},{"raw_affiliation_string":"Beijing Dublin International College, Beijing University of Technology, Beijing, P.R. China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100323546","display_name":"Hui Zhang","orcid":"https://orcid.org/0000-0003-2569-1824"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hui Zhang","raw_affiliation_strings":["Faculty of Information Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039858188","display_name":"Ruolan He","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ruolan He","raw_affiliation_strings":["Faculty of Information Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101762816","display_name":"Mengsi Li","orcid":"https://orcid.org/0000-0002-7486-2442"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mengsi Li","raw_affiliation_strings":["Faculty of Information Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100719468","display_name":"Dongying Zhang","orcid":"https://orcid.org/0000-0003-2488-7243"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dongying Zhang","raw_affiliation_strings":["Information Technology Support Center"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Technology Support Center","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100671491","display_name":"Yanhua Zhang","orcid":"https://orcid.org/0000-0001-7946-5262"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yanhua Zhang","raw_affiliation_strings":["Faculty of Information Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"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":"351","last_page":"356"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":1.0,"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":1.0,"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":0.9940000176429749,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9922000169754028,"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/computer-science","display_name":"Computer science","score":0.8004230856895447},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.6224068999290466},{"id":"https://openalex.org/keywords/telecommunications-link","display_name":"Telecommunications link","score":0.6190042495727539},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5466747879981995},{"id":"https://openalex.org/keywords/quantization","display_name":"Quantization (signal processing)","score":0.5314496755599976},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.4899732172489166},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.48603254556655884},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.47185397148132324},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.43883711099624634},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.4240993857383728},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4109261929988861},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.40387725830078125},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3703603744506836},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.23551926016807556},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12113800644874573},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1040554940700531}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8004230856895447},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.6224068999290466},{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.6190042495727539},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5466747879981995},{"id":"https://openalex.org/C28855332","wikidata":"https://www.wikidata.org/wiki/Q198099","display_name":"Quantization (signal processing)","level":2,"score":0.5314496755599976},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.4899732172489166},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.48603254556655884},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.47185397148132324},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.43883711099624634},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.4240993857383728},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4109261929988861},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.40387725830078125},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3703603744506836},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.23551926016807556},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12113800644874573},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1040554940700531},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icct56141.2022.10072709","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icct56141.2022.10072709","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 22nd International Conference on Communication Technology (ICCT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3286412668","display_name":null,"funder_award_id":"2018M640032","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G8919554748","display_name":null,"funder_award_id":"61571021,61701010,U1633115","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/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2139688603","https://openalex.org/W2407022425","https://openalex.org/W2912213068","https://openalex.org/W2963333146","https://openalex.org/W2989289980","https://openalex.org/W3033664100","https://openalex.org/W3036874940","https://openalex.org/W3090615085","https://openalex.org/W3112984084","https://openalex.org/W3130992186","https://openalex.org/W3158391145","https://openalex.org/W3160663003","https://openalex.org/W3163421814","https://openalex.org/W4210935571","https://openalex.org/W4212984905","https://openalex.org/W4297687186","https://openalex.org/W6746200960"],"related_works":["https://openalex.org/W2548963335","https://openalex.org/W2159941915","https://openalex.org/W2962882802","https://openalex.org/W2571404653","https://openalex.org/W1995129237","https://openalex.org/W1761601995","https://openalex.org/W4300468626","https://openalex.org/W2097713053","https://openalex.org/W4321608401","https://openalex.org/W2907156721"],"abstract_inverted_index":{"Motivated":[0],"by":[1,142],"the":[2,6,61,71,84,90,93,102,107,133,136,140,144,148,152,160,163,170,174],"rapid":[3],"development":[4],"of":[5,8,65,74,92,135,147,162,179],"Internet":[7],"Vehicles":[9],"(IoV)":[10],"and":[11,27,56,83,98,151,182],"fifth-generation":[12],"mobile":[13],"communication":[14,25,57,79],"technology,":[15],"vehicle":[16,81,149],"clients":[17],"have":[18],"put":[19],"forward":[20],"higher":[21],"requirements":[22],"for":[23],"reducing":[24],"overhead":[26],"enhancing":[28],"data":[29,43],"privacy.":[30,48],"The":[31,63],"recently":[32],"emerging":[33],"distributed":[34],"learning":[35,38],"method,":[36],"federated":[37],"(FL),":[39],"can":[40],"efficiently":[41],"process":[42],"parameters":[44,137,146],"while":[45,76],"protecting":[46],"clients'":[47],"Therefore,":[49],"we":[50],"propose":[51],"an":[52,121],"FL-empowered":[53],"resource":[54,96,117],"allocation":[55,97,118],"optimization":[58,110],"framework":[59],"in":[60,101,177],"IoV.":[62],"purpose":[64],"this":[66,88],"paper":[67],"is":[68,104,112,129,155],"to":[69,114,139,157],"minimize":[70],"loss":[72,181],"function":[73],"FL":[75],"ensuring":[77],"efficient":[78],"between":[80],"devices":[82],"BS.":[85],"Based":[86],"on":[87],"purpose,":[89],"problem":[91],"uplink":[94],"wireless":[95,116],"parameter":[99],"quantization":[100],"IoV":[103],"formulated.":[105],"Then,":[106],"shortest":[108],"path":[109],"algorithm":[111,128],"used":[113,156],"achieve":[115],"recursively.":[119],"Furthermore,":[120],"error-feedback":[122,153],"enabled":[123],"quantized":[124],"stochastic":[125],"gradient":[126],"descent":[127],"adopted,":[130],"which":[131],"reduces":[132],"size":[134],"transmitted":[138],"BS":[141],"quantifying":[143],"local":[145],"devices,":[150],"mechanism":[154],"speed":[158],"up":[159],"convergence":[161,183],"FL.":[164],"Finally,":[165],"simulation":[166],"results":[167],"show":[168],"that":[169],"proposed":[171],"scheme":[172],"outperforms":[173],"comparison":[175],"schemes":[176],"terms":[178],"global":[180],"accuracy.":[184]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
