{"id":"https://openalex.org/W4402835269","doi":"https://doi.org/10.1109/vtc2024-spring62846.2024.10683663","title":"Prediction of Resource Status in Medium Access Control for Vehicular Networks","display_name":"Prediction of Resource Status in Medium Access Control for Vehicular Networks","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4402835269","doi":"https://doi.org/10.1109/vtc2024-spring62846.2024.10683663"},"language":"en","primary_location":{"id":"doi:10.1109/vtc2024-spring62846.2024.10683663","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/vtc2024-spring62846.2024.10683663","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 99th Vehicular Technology Conference (VTC2024-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/A5026507810","display_name":"Yafeng Deng","orcid":"https://orcid.org/0000-0003-2838-597X"},"institutions":[{"id":"https://openalex.org/I57664883","display_name":"Ajou University","ror":"https://ror.org/03tzb2h73","country_code":"KR","type":"education","lineage":["https://openalex.org/I57664883"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yafeng Deng","raw_affiliation_strings":["Ajou University,Department of Computer Engineering,Suwon,Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ajou University,Department of Computer Engineering,Suwon,Korea","institution_ids":["https://openalex.org/I57664883"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050640061","display_name":"Young\u2010June Choi","orcid":"https://orcid.org/0000-0003-2240-0892"},"institutions":[{"id":"https://openalex.org/I57664883","display_name":"Ajou University","ror":"https://ror.org/03tzb2h73","country_code":"KR","type":"education","lineage":["https://openalex.org/I57664883"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Young-June Choi","raw_affiliation_strings":["Ajou University,Department of Artificial Intelligence,Suwon,Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ajou University,Department of Artificial Intelligence,Suwon,Korea","institution_ids":["https://openalex.org/I57664883"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I57664883"],"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":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9036999940872192,"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"}},"topics":[{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9036999940872192,"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":0.6737843155860901},{"id":"https://openalex.org/keywords/access-control","display_name":"Access control","score":0.6430867910385132},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4786430597305298},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4510495066642761},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.4348594546318054},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4225632846355438},{"id":"https://openalex.org/keywords/vehicular-ad-hoc-network","display_name":"Vehicular ad hoc network","score":0.4112214744091034},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2614944577217102},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2061450183391571},{"id":"https://openalex.org/keywords/wireless-ad-hoc-network","display_name":"Wireless ad hoc network","score":0.17422980070114136},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.08613115549087524}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6737843155860901},{"id":"https://openalex.org/C527821871","wikidata":"https://www.wikidata.org/wiki/Q228502","display_name":"Access control","level":2,"score":0.6430867910385132},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4786430597305298},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4510495066642761},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.4348594546318054},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4225632846355438},{"id":"https://openalex.org/C192448918","wikidata":"https://www.wikidata.org/wiki/Q682677","display_name":"Vehicular ad hoc network","level":4,"score":0.4112214744091034},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2614944577217102},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2061450183391571},{"id":"https://openalex.org/C94523657","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Wireless ad hoc network","level":3,"score":0.17422980070114136},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.08613115549087524}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/vtc2024-spring62846.2024.10683663","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/vtc2024-spring62846.2024.10683663","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 99th Vehicular Technology Conference (VTC2024-Spring)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2064675550","https://openalex.org/W2096829538","https://openalex.org/W2584022624","https://openalex.org/W2964015378","https://openalex.org/W3116417718","https://openalex.org/W3176231977","https://openalex.org/W4312489316","https://openalex.org/W6720006811","https://openalex.org/W6760045743"],"related_works":["https://openalex.org/W1993670003","https://openalex.org/W2124125015","https://openalex.org/W2738302353","https://openalex.org/W2901729341","https://openalex.org/W2212335713","https://openalex.org/W2087927459","https://openalex.org/W1990509281","https://openalex.org/W4281627388","https://openalex.org/W2789425732","https://openalex.org/W2184991203"],"abstract_inverted_index":{"Vehicular":[0],"networks":[1],"draw":[2],"much":[3],"attention":[4],"as":[5],"the":[6,14,55,61,105,126],"essential":[7],"communication":[8],"system":[9],"of":[10,16,32,64,107,122,129,135],"vehicles,":[11],"especially":[12,42],"with":[13],"development":[15],"autonomous":[17],"driving.":[18],"The":[19,113],"channel":[20],"resource":[21,75],"is":[22,35,101,116],"shared":[23],"and":[24,80],"also":[25],"contented":[26],"by":[27,118],"each":[28],"user,":[29],"therefore,":[30],"quality":[31],"service":[33],"(QoS)":[34],"hard":[36],"to":[37,60,103,125],"be":[38],"guaranteed.":[39],"Existing":[40],"solutions,":[41],"machine":[43],"learning":[44],"based":[45],"algorithms":[46],"[1],":[47],"cannot":[48],"fully":[49],"address":[50],"dynamic":[51],"neighbor's":[52],"status":[53],"because":[54],"feature":[56],"size":[57],"varies":[58],"according":[59],"varying":[62],"number":[63],"neighbors.":[65],"In":[66],"this":[67],"work,":[68],"we":[69],"make":[70],"a":[71,95],"practical":[72],"dataset":[73],"for":[74,87],"allocation":[76],"purpose":[77],"using":[78],"ns-3":[79],"SUMO,":[81],"which":[82,131],"has":[83],"been":[84],"mainly":[85],"used":[86,102],"vehicle-to-vehicle":[88],"communication.":[89],"Various":[90],"features":[91],"are":[92],"collected.":[93],"Furthermore,":[94],"graph":[96,127],"convolutional":[97],"network":[98],"(GCN)":[99],"[2]":[100],"perform":[104],"classification":[106],"transmission":[108],"status,":[109],"success":[110],"or":[111],"failure.":[112],"prediction":[114],"accuracy":[115],"improved":[117],"15%":[119],"than":[120],"that":[121],"LSTM":[123],"thanks":[124],"representation":[128],"data,":[130],"implies":[132],"an":[133],"alleviation":[134],"packets":[136],"collision.":[137]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
