{"id":"https://openalex.org/W4392153099","doi":"https://doi.org/10.1109/globecom54140.2023.10436738","title":"Networked Federated Learning-based Intelligent Vehicular Traffic Management in IoV Scenarios","display_name":"Networked Federated Learning-based Intelligent Vehicular Traffic Management in IoV Scenarios","publication_year":2023,"publication_date":"2023-12-04","ids":{"openalex":"https://openalex.org/W4392153099","doi":"https://doi.org/10.1109/globecom54140.2023.10436738"},"language":"en","primary_location":{"id":"doi:10.1109/globecom54140.2023.10436738","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom54140.2023.10436738","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2023 - 2023 IEEE Global Communications Conference","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/A5010924950","display_name":"Abdullah Abbasi","orcid":"https://orcid.org/0000-0002-4504-2031"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abdullah Abbasi","raw_affiliation_strings":["Alma Mater Studiorum - Universit&#x00E1; di Bologna,Department of Electrical, Electronic and Information Engineering &#x201C;Guglielmo Marconi&#x201D;,Bologna,Italy,40136"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alma Mater Studiorum - Universit&#x00E1; di Bologna,Department of Electrical, Electronic and Information Engineering &#x201C;Guglielmo Marconi&#x201D;,Bologna,Italy,40136","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001813056","display_name":"Swapnil Sadashiv Shinde","orcid":"https://orcid.org/0000-0003-2716-6441"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Swapnil Sadashiv Shinde","raw_affiliation_strings":["Alma Mater Studiorum - Universit&#x00E1; di Bologna,Department of Electrical, Electronic and Information Engineering &#x201C;Guglielmo Marconi&#x201D;,Bologna,Italy,40136"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alma Mater Studiorum - Universit&#x00E1; di Bologna,Department of Electrical, Electronic and Information Engineering &#x201C;Guglielmo Marconi&#x201D;,Bologna,Italy,40136","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059742626","display_name":"Daniele Tarchi","orcid":"https://orcid.org/0000-0001-7338-1957"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Daniele Tarchi","raw_affiliation_strings":["Alma Mater Studiorum - Universit&#x00E1; di Bologna,Department of Electrical, Electronic and Information Engineering &#x201C;Guglielmo Marconi&#x201D;,Bologna,Italy,40136"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alma Mater Studiorum - Universit&#x00E1; di Bologna,Department of Electrical, Electronic and Information Engineering &#x201C;Guglielmo Marconi&#x201D;,Bologna,Italy,40136","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1357","last_page":"1362"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9993000030517578,"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":0.9993000030517578,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.998199999332428,"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":0.791053056716919},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.6008284687995911},{"id":"https://openalex.org/keywords/advanced-traffic-management-system","display_name":"Advanced Traffic Management System","score":0.4608108699321747},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3850794732570648},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3482266366481781},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3480907082557678},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.30957138538360596},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13631406426429749}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.791053056716919},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.6008284687995911},{"id":"https://openalex.org/C42693407","wikidata":"https://www.wikidata.org/wiki/Q4686317","display_name":"Advanced Traffic Management System","level":3,"score":0.4608108699321747},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3850794732570648},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3482266366481781},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3480907082557678},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.30957138538360596},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13631406426429749}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/globecom54140.2023.10436738","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom54140.2023.10436738","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2023 - 2023 IEEE Global Communications Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:cris.unibo.it:11585/962186","is_oa":false,"landing_page_url":"https://hdl.handle.net/11585/962186","pdf_url":null,"source":{"id":"https://openalex.org/S4306402579","display_name":"Archivio istituzionale della ricerca (Alma Mater Studiorum Universit\u00e0 di Bologna)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210117483","host_organization_name":"Istituto di Ematologia di Bologna","host_organization_lineage":["https://openalex.org/I4210117483"],"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":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:flore.unifi.it:2158/1381062","is_oa":false,"landing_page_url":"https://hdl.handle.net/2158/1381062","pdf_url":null,"source":{"id":"https://openalex.org/S4306402033","display_name":"Florence Research (University of Florence)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45084792","host_organization_name":"University of Florence","host_organization_lineage":["https://openalex.org/I45084792"],"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":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W3164841514","https://openalex.org/W3187661226","https://openalex.org/W3215298962","https://openalex.org/W4205802647","https://openalex.org/W4205939983","https://openalex.org/W4225494930","https://openalex.org/W4308415780","https://openalex.org/W4312489316","https://openalex.org/W4312913540","https://openalex.org/W4365420440"],"related_works":["https://openalex.org/W3158831960","https://openalex.org/W2521728836","https://openalex.org/W2972088616","https://openalex.org/W3094593199","https://openalex.org/W4399654348","https://openalex.org/W2008793610","https://openalex.org/W2893934742","https://openalex.org/W2077294583","https://openalex.org/W4310082270","https://openalex.org/W4315796051"],"abstract_inverted_index":{"With":[0,73,118],"recent":[1,41],"advancements":[2],"in":[3,23,62,113,121,164,179,198],"Internet":[4],"of":[5,35,64,95,135,162,166,200],"Things":[6],"(IoT),":[7],"Machine":[8],"Learning":[9,102,139],"(ML),":[10],"and":[11,67,154,177,192,204],"wireless":[12,71],"communication":[13],"networks,":[14],"e.g.,":[15],"6G,":[16],"there":[17],"has":[18],"been":[19,49],"an":[20],"increasing":[21],"interest":[22],"Intelligent":[24,81],"Vehicular":[25],"Networks":[26],"(IVNs),":[27],"where":[28],"efficient":[29],"traffic":[30,85,110,150,172],"flow":[31,86,151],"management":[32,87,111],"is":[33,88],"one":[34],"the":[36,77,92,98,109,133,136,148,159,188,205],"most":[37],"important":[38],"requirements.":[39],"In":[40],"times,":[42],"several":[43],"new":[44],"distributed":[45,70,128],"ML":[46],"methods":[47,103],"have":[48,125,157],"introduced":[50],"aiming":[51],"at":[52],"solving":[53,108],"complex":[54],"networking":[55],"problems":[56],"due":[57],"to":[58,97,132],"their":[59],"added":[60,160],"advantages":[61],"terms":[63,165,199],"learning":[65,129,195,201],"efficiency":[66],"privacy":[68],"over":[69,152,174],"scenarios.":[72],"a":[74,127,180],"focus":[75],"on":[76],"upcoming":[78],"6G":[79],"enabled":[80],"Transportation":[82],"Systems,":[83],"real-time":[84],"essential":[89],"for":[90,107,146,170],"providing":[91],"adequate":[93],"Quality":[94],"Service":[96],"end":[99],"users.":[100],"Distributed":[101],"can":[104],"be":[105],"crucial":[106],"problem":[112],"highly":[114],"dynamic":[115,149],"vehicular":[116],"systems.":[117],"this":[119,122],"motivation,":[120],"work,":[123],"we":[124],"considered":[126],"method,":[130],"belonging":[131],"class":[134],"collaborative":[137],"Federated":[138],"(FL)":[140],"approaches,":[141],"named":[142],"Networked":[143],"FL":[144,168,191],"(NFL)":[145],"estimating":[147],"time":[153],"space.":[155],"We":[156],"exploited":[158],"advantage":[161],"NFL":[163],"multi-task":[167],"capabilities":[169],"predicting":[171],"patterns":[173],"different":[175],"times":[176],"locations":[178],"service":[181],"area.":[182],"The":[183],"simulation":[184],"results":[185],"compared":[186],"with":[187],"traditional":[189],"centralized":[190],"independent":[193],"area-based":[194],"show":[196],"improvements":[197],"efficiency,":[202],"accuracy,":[203],"cost":[206],"required.":[207]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
