{"id":"https://openalex.org/W7084051191","doi":"https://doi.org/10.1109/icc52391.2025.11161744","title":"MoFoC-VANET: MObility FOrecasting for Connected Vehicles in a Fully Decentralized and Communication-Efficient VANET Environment","display_name":"MoFoC-VANET: MObility FOrecasting for Connected Vehicles in a Fully Decentralized and Communication-Efficient VANET Environment","publication_year":2025,"publication_date":"2025-06-08","ids":{"openalex":"https://openalex.org/W7084051191","doi":"https://doi.org/10.1109/icc52391.2025.11161744"},"language":"en","primary_location":{"id":"doi:10.1109/icc52391.2025.11161744","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc52391.2025.11161744","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2025 - IEEE International Conference on Communications","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-05560058v1/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Tafsir Moussa Sakho","orcid":null},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Tafsir Moussa Sakho","raw_affiliation_strings":["Univ. Paris-Saclay and Centralesupelec,Lab. L2S,Gif-Sur-Yvette,France,91190"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Paris-Saclay and Centralesupelec,Lab. L2S,Gif-Sur-Yvette,France,91190","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]}]},{"author_position":"last","author":{"id":null,"display_name":"Jalel Ben Othman","orcid":null},"institutions":[{"id":"https://openalex.org/I197681013","display_name":"Universit\u00e9 Paris-Est Cr\u00e9teil","ror":"https://ror.org/05ggc9x40","country_code":"FR","type":"education","lineage":["https://openalex.org/I197681013"]},{"id":"https://openalex.org/I2800365227","display_name":"Paris-Est Sup","ror":"https://ror.org/0268ecp52","country_code":"FR","type":"education","lineage":["https://openalex.org/I2800365227"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jalel Ben Othman","raw_affiliation_strings":["Univ. Paris Est Creteil,Lab. LISSI,Vitry-Sur-Seine,France,94400"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Paris Est Creteil,Lab. LISSI,Vitry-Sur-Seine,France,94400","institution_ids":["https://openalex.org/I197681013","https://openalex.org/I2800365227"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"5682","last_page":"5687"},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T10401","display_name":"Diabetes Treatment and Management","score":0.4253000020980835,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10401","display_name":"Diabetes Treatment and Management","score":0.4253000020980835,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10793","display_name":"Diabetes Management and Education","score":0.2856000065803528,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11620","display_name":"Medication Adherence and Compliance","score":0.08760000020265579,"subfield":{"id":"https://openalex.org/subfields/2714","display_name":"Family Practice"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.7389000058174133},{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.600600004196167},{"id":"https://openalex.org/keywords/vehicular-ad-hoc-network","display_name":"Vehicular ad hoc network","score":0.5703999996185303},{"id":"https://openalex.org/keywords/safer","display_name":"SAFER","score":0.49410000443458557},{"id":"https://openalex.org/keywords/single-point-of-failure","display_name":"Single point of failure","score":0.44359999895095825},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.4025000035762787},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.36629998683929443},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.3637999892234802},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.3614000082015991}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7821999788284302},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.7389000058174133},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.600600004196167},{"id":"https://openalex.org/C192448918","wikidata":"https://www.wikidata.org/wiki/Q682677","display_name":"Vehicular ad hoc network","level":4,"score":0.5703999996185303},{"id":"https://openalex.org/C2776654903","wikidata":"https://www.wikidata.org/wiki/Q2601463","display_name":"SAFER","level":2,"score":0.49410000443458557},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4690000116825104},{"id":"https://openalex.org/C165136773","wikidata":"https://www.wikidata.org/wiki/Q1363179","display_name":"Single point of failure","level":2,"score":0.44359999895095825},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.4025000035762787},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.36629998683929443},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.3637999892234802},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.3614000082015991},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.3610999882221222},{"id":"https://openalex.org/C51332947","wikidata":"https://www.wikidata.org/wiki/Q1172305","display_name":"Shared resource","level":2,"score":0.36059999465942383},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3603000044822693},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.3425999879837036},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.32420000433921814},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3237000107765198},{"id":"https://openalex.org/C30095986","wikidata":"https://www.wikidata.org/wiki/Q1035238","display_name":"Vehicular communication systems","level":5,"score":0.3190000057220459},{"id":"https://openalex.org/C192126672","wikidata":"https://www.wikidata.org/wiki/Q1068715","display_name":"Telecommunications network","level":2,"score":0.303600013256073},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.2985999882221222},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.295199990272522},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.28999999165534973},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.28619998693466187},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.28540000319480896},{"id":"https://openalex.org/C191485582","wikidata":"https://www.wikidata.org/wiki/Q6887309","display_name":"Mobility model","level":2,"score":0.27410000562667847},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.273499995470047},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.26840001344680786},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2597000002861023},{"id":"https://openalex.org/C82578977","wikidata":"https://www.wikidata.org/wiki/Q16773055","display_name":"Data aggregator","level":3,"score":0.2563999891281128},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.25450000166893005},{"id":"https://openalex.org/C2779582901","wikidata":"https://www.wikidata.org/wiki/Q21013010","display_name":"Distributed learning","level":2,"score":0.2540000081062317}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icc52391.2025.11161744","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc52391.2025.11161744","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2025 - IEEE International Conference on Communications","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-05560058v1","is_oa":true,"landing_page_url":"https://hal.science/hal-05560058","pdf_url":"https://hal.science/hal-05560058v1/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE International Conference on Communications, IEEE ComSoc, Jun 2025, Montr\u00e9al (Qu\u00e9bec), Canada. ⟨10.1109/ICC52391.2025.11161744⟩","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-05560058v1","is_oa":true,"landing_page_url":"https://hal.science/hal-05560058","pdf_url":"https://hal.science/hal-05560058v1/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE International Conference on Communications, IEEE ComSoc, Jun 2025, Montr\u00e9al (Qu\u00e9bec), Canada. ⟨10.1109/ICC52391.2025.11161744⟩","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7084051191.pdf","grobid_xml":"https://content.openalex.org/works/W7084051191.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W2064675550","https://openalex.org/W2809254203","https://openalex.org/W2907492528","https://openalex.org/W2949003697","https://openalex.org/W3019945581","https://openalex.org/W3093176731","https://openalex.org/W3128196514","https://openalex.org/W3188104418","https://openalex.org/W3201859961","https://openalex.org/W4214544587","https://openalex.org/W4293367485","https://openalex.org/W4385235873","https://openalex.org/W4386766438","https://openalex.org/W4387129603","https://openalex.org/W4387319247","https://openalex.org/W4388901841","https://openalex.org/W4394570045","https://openalex.org/W4399073792"],"related_works":[],"abstract_inverted_index":{"Numerous":[0],"studies":[1],"aim":[2],"to":[3,13,34,135],"enhance":[4],"the":[5,9,79,151,154,187],"prediction":[6,48,94,98,111],"accuracy":[7,99],"of":[8,56,62,153],"autonomous":[10],"vehicle":[11,88],"behavior":[12],"promote":[14],"safer":[15],"and":[16,38,64,140,182,185],"more":[17],"efficient":[18],"road":[19],"traffic.":[20],"The":[21],"most":[22],"promising":[23],"approaches":[24],"leverage":[25],"deep":[26],"learning":[27,69],"techniques,":[28],"with":[29,146],"Federated":[30],"Learning":[31],"(FL)":[32],"used":[33],"protect":[35],"data":[36],"privacy":[37,188],"improve":[39,186],"communication":[40,65,101,144],"efficiency":[41,177],"between":[42],"vehicles.":[43],"FL":[44,181],"enables":[45],"collaborative":[46],"trajectory":[47,93,110],"without":[49],"sharing":[50],"individual":[51],"data.":[52],"To":[53,103],"address":[54,104],"limitations":[55],"FL,":[57],"such":[58],"as":[59,189],"single":[60],"point":[61],"failure":[63],"bottlenecks,":[66],"decentralized":[67,123,167],"federated":[68],"(DFL)":[70],"is":[71,115,191],"increasingly":[72],"explored":[73],"for":[74,81,120],"mobility":[75],"models.":[76],"DFL":[77],"eliminates":[78],"need":[80],"a":[82,107,121,132,142],"central":[83],"device":[84],"by":[85],"enabling":[86],"direct":[87],"communication.":[89],"However,":[90],"existing":[91,170],"DFL-based":[92,109,183],"models":[95,155,184],"often":[96],"prioritize":[97],"or":[100],"efficiency.":[102],"these":[105],"limitations,":[106],"new":[108],"approach,":[112],"termed":[113],"MoFoC-VANET,":[114],"proposed":[116],"in":[117,193],"this":[118],"study":[119],"fully":[122,166,194],"vehicular":[124],"ad-hoc":[125],"network":[126],"(VANET)":[127],"environment.":[128],"This":[129],"approach":[130,168],"leverages":[131],"Transformer-based":[133],"model":[134],"capture":[136],"complex":[137],"spatio-temporal":[138],"dependencies":[139],"employs":[141],"gossip-based":[143],"algorithm":[145],"weighted":[147],"aggregation,":[148],"which":[149],"considers":[150],"quality":[152],"being":[156],"merged.":[157],"Evaluations":[158],"on":[159],"two":[160],"open":[161],"datasets":[162],"show":[163],"that":[164],"our":[165],"outperforms":[169],"methods":[171],"while":[172],"offering":[173],"improved":[174],"resource":[175],"usage":[176],"over":[178],"both":[179],"traditional":[180],"it":[190],"performed":[192],"distributed":[195],"way.":[196]},"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}