{"id":"https://openalex.org/W4416962077","doi":"https://doi.org/10.1109/icumt67815.2025.11268640","title":"5G-V2X Topology Intelligence: A GNN Approach","display_name":"5G-V2X Topology Intelligence: A GNN Approach","publication_year":2025,"publication_date":"2025-11-03","ids":{"openalex":"https://openalex.org/W4416962077","doi":"https://doi.org/10.1109/icumt67815.2025.11268640"},"language":"en","primary_location":{"id":"doi:10.1109/icumt67815.2025.11268640","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icumt67815.2025.11268640","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 17th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.1109/ICUMT67815.2025.11268640","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048338565","display_name":"Giambattista Amati","orcid":"https://orcid.org/0000-0002-7067-4583"},"institutions":[{"id":"https://openalex.org/I2802782265","display_name":"Fondazione \"Ugo Bordoni\"","ror":"https://ror.org/01kc65v41","country_code":"IT","type":"facility","lineage":["https://openalex.org/I2802782265"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Giambattista Amati","raw_affiliation_strings":["Viale del Policlinico 147,Fondazione Ugo Bordoni,Rome,Italy"],"affiliations":[{"raw_affiliation_string":"Viale del Policlinico 147,Fondazione Ugo Bordoni,Rome,Italy","institution_ids":["https://openalex.org/I2802782265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052865095","display_name":"Federica Mangiatordi","orcid":null},"institutions":[{"id":"https://openalex.org/I2802782265","display_name":"Fondazione \"Ugo Bordoni\"","ror":"https://ror.org/01kc65v41","country_code":"IT","type":"facility","lineage":["https://openalex.org/I2802782265"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Federica Mangiatordi","raw_affiliation_strings":["Viale del Policlinico 147,Fondazione Ugo Bordoni,Rome,Italy"],"affiliations":[{"raw_affiliation_string":"Viale del Policlinico 147,Fondazione Ugo Bordoni,Rome,Italy","institution_ids":["https://openalex.org/I2802782265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073356007","display_name":"Emiliano Pallotti","orcid":null},"institutions":[{"id":"https://openalex.org/I2802782265","display_name":"Fondazione \"Ugo Bordoni\"","ror":"https://ror.org/01kc65v41","country_code":"IT","type":"facility","lineage":["https://openalex.org/I2802782265"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Emiliano Pallotti","raw_affiliation_strings":["Viale del Policlinico 147,Fondazione Ugo Bordoni,Rome,Italy"],"affiliations":[{"raw_affiliation_string":"Viale del Policlinico 147,Fondazione Ugo Bordoni,Rome,Italy","institution_ids":["https://openalex.org/I2802782265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028765449","display_name":"Simone Angelini","orcid":null},"institutions":[{"id":"https://openalex.org/I2802782265","display_name":"Fondazione \"Ugo Bordoni\"","ror":"https://ror.org/01kc65v41","country_code":"IT","type":"facility","lineage":["https://openalex.org/I2802782265"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Simone Angelini","raw_affiliation_strings":["Viale del Policlinico 147,Fondazione Ugo Bordoni,Rome,Italy"],"affiliations":[{"raw_affiliation_string":"Viale del Policlinico 147,Fondazione Ugo Bordoni,Rome,Italy","institution_ids":["https://openalex.org/I2802782265"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074160857","display_name":"Pierpaolo Salvo","orcid":"https://orcid.org/0000-0002-3293-5754"},"institutions":[{"id":"https://openalex.org/I2802782265","display_name":"Fondazione \"Ugo Bordoni\"","ror":"https://ror.org/01kc65v41","country_code":"IT","type":"facility","lineage":["https://openalex.org/I2802782265"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Pierpaolo Salvo","raw_affiliation_strings":["Viale del Policlinico 147,Fondazione Ugo Bordoni,Rome,Italy"],"affiliations":[{"raw_affiliation_string":"Viale del Policlinico 147,Fondazione Ugo Bordoni,Rome,Italy","institution_ids":["https://openalex.org/I2802782265"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5048338565"],"corresponding_institution_ids":["https://openalex.org/I2802782265"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.45525303,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"7","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.6177999973297119,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.6177999973297119,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12216","display_name":"Network Time Synchronization Technologies","score":0.05260000005364418,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.052000001072883606,"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/network-topology","display_name":"Network topology","score":0.5478000044822693},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5450999736785889},{"id":"https://openalex.org/keywords/handover","display_name":"Handover","score":0.5112000107765198},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.44020000100135803},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4002000093460083},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.3594000041484833},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.35199999809265137},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.3434999883174896}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7204999923706055},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.5478000044822693},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5450999736785889},{"id":"https://openalex.org/C111852164","wikidata":"https://www.wikidata.org/wiki/Q1414679","display_name":"Handover","level":2,"score":0.5112000107765198},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.49729999899864197},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.44020000100135803},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4002000093460083},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.3594000041484833},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.35199999809265137},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.3434999883174896},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.33070001006126404},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.32429999113082886},{"id":"https://openalex.org/C192126672","wikidata":"https://www.wikidata.org/wiki/Q1068715","display_name":"Telecommunications network","level":2,"score":0.30329999327659607},{"id":"https://openalex.org/C13540734","wikidata":"https://www.wikidata.org/wiki/Q5318996","display_name":"Dynamic network analysis","level":2,"score":0.28360000252723694},{"id":"https://openalex.org/C3017813396","wikidata":"https://www.wikidata.org/wiki/Q17078173","display_name":"Resource constraints","level":2,"score":0.2766000032424927},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.2556999921798706},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.2549000084400177},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.25450000166893005},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.25380000472068787}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icumt67815.2025.11268640","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icumt67815.2025.11268640","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 17th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT)","raw_type":"proceedings-article"},{"id":"pmh:oai:zenodo.org:18876153","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ICUMT67815.2025.11268640","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"ICUMT, THE 17TH INTERNATIONAL CONGRESS ON ULTRA MODERN TELECOMMUNICATIONS AND CONTROL SYSTEMS, Firenze, 3-5 november 2025","raw_type":"info:eu-repo/semantics/other"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:18876153","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ICUMT67815.2025.11268640","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"ICUMT, THE 17TH INTERNATIONAL CONGRESS ON ULTRA MODERN TELECOMMUNICATIONS AND CONTROL SYSTEMS, Firenze, 3-5 november 2025","raw_type":"info:eu-repo/semantics/other"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2079498127","https://openalex.org/W2789375178","https://openalex.org/W2903709398","https://openalex.org/W2990980668","https://openalex.org/W2998898452","https://openalex.org/W3122846486","https://openalex.org/W4311413522","https://openalex.org/W4386075259","https://openalex.org/W4387449093","https://openalex.org/W4390733688","https://openalex.org/W4392902847","https://openalex.org/W4400277429","https://openalex.org/W4401508906","https://openalex.org/W4404057560","https://openalex.org/W4404952379","https://openalex.org/W4406856771","https://openalex.org/W4408540234"],"related_works":[],"abstract_inverted_index":{"NR-V2X":[0],"networks":[1,31],"are":[2,85],"intricate":[3],"systems":[4,75],"with":[5],"dynamic":[6,50],"topology,":[7],"varied":[8],"communication":[9],"modes,":[10],"and":[11,21,34,91],"diverse":[12],"requirements.":[13],"They":[14],"require":[15,95],"minimal":[16],"latency":[17],"for":[18,25,38,47],"safety-critical":[19],"applications":[20],"rapid":[22],"data":[23],"speeds":[24],"entertainment.":[26],"The":[27],"complexity":[28],"of":[29,79,108],"V2X":[30,74],"challenges":[32],"conventional":[33],"heuristic":[35],"optimisation":[36],"techniques":[37,42],"resource":[39,71],"allocation.":[40],"These":[41],"often":[43],"do":[44],"not":[45],"account":[46],"the":[48,106,109],"networks\u2019":[49],"nature,":[51],"leading":[52],"to":[53,87,98],"less":[54],"optimal":[55,100],"performance":[56],"in":[57,73],"rapidly":[58],"changing":[59],"conditions.":[60],"This":[61],"paper":[62],"briefly":[63],"examines":[64],"how":[65],"Graph":[66],"Neural":[67],"Networks":[68],"(GNNs)":[69],"enhance":[70],"management":[72],"through":[76],"graph-based":[77],"modelling":[78],"connected":[80],"devices.":[81],"In":[82],"particular,":[83],"GNNs":[84],"employed":[86],"identify":[88],"network":[89],"conditions":[90],"mobility":[92],"scenarios":[93],"that":[94],"a":[96],"handover":[97],"maintain":[99],"connectivity.":[101],"Preliminary":[102],"experimental":[103],"tests":[104],"confirm":[105],"validity":[107],"proposed":[110],"approach.":[111]},"counts_by_year":[],"updated_date":"2026-03-09T08:58:05.943551","created_date":"2025-12-03T00:00:00"}