{"id":"https://openalex.org/W4386439327","doi":"https://doi.org/10.23919/softcom58365.2023.10271590","title":"Learning-Based Infrastructure To Vehicle Link Quality Estimation","display_name":"Learning-Based Infrastructure To Vehicle Link Quality Estimation","publication_year":2023,"publication_date":"2023-09-21","ids":{"openalex":"https://openalex.org/W4386439327","doi":"https://doi.org/10.23919/softcom58365.2023.10271590"},"language":"en","primary_location":{"id":"doi:10.23919/softcom58365.2023.10271590","is_oa":false,"landing_page_url":"https://doi.org/10.23919/softcom58365.2023.10271590","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Software, Telecommunications and Computer Networks (SoftCOM)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://laas.hal.science/hal-04194050/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031227871","display_name":"Raoua Chakroun","orcid":null},"institutions":[{"id":"https://openalex.org/I196454796","display_name":"Institut National des Sciences Appliqu\u00e9es de Toulouse","ror":"https://ror.org/01h8pf755","country_code":"FR","type":"education","lineage":["https://openalex.org/I196454796","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I190497903","display_name":"Laboratoire d'Analyse et d'Architecture des Syst\u00e8mes","ror":"https://ror.org/03vcm6439","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I134560555","https://openalex.org/I190497903","https://openalex.org/I196454796","https://openalex.org/I205747304","https://openalex.org/I205747304","https://openalex.org/I4210095849","https://openalex.org/I4210159245","https://openalex.org/I4387153255","https://openalex.org/I4405258862","https://openalex.org/I4405258862","https://openalex.org/I4405258862","https://openalex.org/I4405258862"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Raoua Chakroun","raw_affiliation_strings":["LAAS-CNRS Université de Toulouse, CNRS, INSA,Toulouse,France"],"affiliations":[{"raw_affiliation_string":"LAAS-CNRS Université de Toulouse, CNRS, INSA,Toulouse,France","institution_ids":["https://openalex.org/I196454796","https://openalex.org/I1294671590","https://openalex.org/I190497903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052778602","display_name":"Thierry Villemur","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I17866349","display_name":"Universit\u00e9 F\u00e9d\u00e9rale de Toulouse Midi-Pyr\u00e9n\u00e9es","ror":"https://ror.org/004raaa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I17866349"]},{"id":"https://openalex.org/I190497903","display_name":"Laboratoire d'Analyse et d'Architecture des Syst\u00e8mes","ror":"https://ror.org/03vcm6439","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I134560555","https://openalex.org/I190497903","https://openalex.org/I196454796","https://openalex.org/I205747304","https://openalex.org/I205747304","https://openalex.org/I4210095849","https://openalex.org/I4210159245","https://openalex.org/I4387153255","https://openalex.org/I4405258862","https://openalex.org/I4405258862","https://openalex.org/I4405258862","https://openalex.org/I4405258862"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Thierry Villemur","raw_affiliation_strings":["LAAS-CNRS Université de Toulouse, CNRS, UT2J,Toulouse,France"],"affiliations":[{"raw_affiliation_string":"LAAS-CNRS Université de Toulouse, CNRS, UT2J,Toulouse,France","institution_ids":["https://openalex.org/I17866349","https://openalex.org/I1294671590","https://openalex.org/I190497903"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052629636","display_name":"Benoit Nougnanke","orcid":"https://orcid.org/0000-0002-0503-8986"},"institutions":[{"id":"https://openalex.org/I4210145792","display_name":"IIJ Research Laboratory","ror":"https://ror.org/05e0dm506","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210145792"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Benoit Nougnanke","raw_affiliation_strings":["Internet Initiative Japan Inc. IIJ Research Laboratory,Tokyo,Japan","Internet Initiative Japan Inc. IIJ Research Laboratory, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Internet Initiative Japan Inc. IIJ Research Laboratory,Tokyo,Japan","institution_ids":["https://openalex.org/I4210145792"]},{"raw_affiliation_string":"Internet Initiative Japan Inc. IIJ Research Laboratory, Tokyo, Japan","institution_ids":["https://openalex.org/I4210145792"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5031227871"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I190497903","https://openalex.org/I196454796"],"apc_list":null,"apc_paid":null,"fwci":0.3898,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.60055393,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9998000264167786,"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":0.9998000264167786,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9926000237464905,"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":0.8359552025794983},{"id":"https://openalex.org/keywords/dissemination","display_name":"Dissemination","score":0.7110466361045837},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5272449851036072},{"id":"https://openalex.org/keywords/vehicular-ad-hoc-network","display_name":"Vehicular ad hoc network","score":0.5171129703521729},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.5043519735336304},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4745652973651886},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.45368659496307373},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.4417259395122528},{"id":"https://openalex.org/keywords/mobility-model","display_name":"Mobility model","score":0.4310988187789917},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.40614137053489685},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4032762944698334},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3802630603313446},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.3007804751396179},{"id":"https://openalex.org/keywords/wireless-ad-hoc-network","display_name":"Wireless ad hoc network","score":0.201384037733078},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.15682083368301392}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8359552025794983},{"id":"https://openalex.org/C101780184","wikidata":"https://www.wikidata.org/wiki/Q840576","display_name":"Dissemination","level":2,"score":0.7110466361045837},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5272449851036072},{"id":"https://openalex.org/C192448918","wikidata":"https://www.wikidata.org/wiki/Q682677","display_name":"Vehicular ad hoc network","level":4,"score":0.5171129703521729},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.5043519735336304},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4745652973651886},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.45368659496307373},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.4417259395122528},{"id":"https://openalex.org/C191485582","wikidata":"https://www.wikidata.org/wiki/Q6887309","display_name":"Mobility model","level":2,"score":0.4310988187789917},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.40614137053489685},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4032762944698334},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3802630603313446},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.3007804751396179},{"id":"https://openalex.org/C94523657","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Wireless ad hoc network","level":3,"score":0.201384037733078},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.15682083368301392},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.23919/softcom58365.2023.10271590","is_oa":false,"landing_page_url":"https://doi.org/10.23919/softcom58365.2023.10271590","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Software, Telecommunications and Computer Networks (SoftCOM)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04194050v1","is_oa":true,"landing_page_url":"https://laas.hal.science/hal-04194050","pdf_url":"https://laas.hal.science/hal-04194050/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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"31st International Conference on Software, Telecommunications and Computer Networks (SoftCOM 2023), University of Split, FESB and Croatian Communications and Information Society (CCIS), Sep 2023, Split, Croatia","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04194050v1","is_oa":true,"landing_page_url":"https://laas.hal.science/hal-04194050","pdf_url":"https://laas.hal.science/hal-04194050/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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"31st International Conference on Software, Telecommunications and Computer Networks (SoftCOM 2023), University of Split, FESB and Croatian Communications and Information Society (CCIS), Sep 2023, Split, Croatia","raw_type":"Conference papers"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6200000047683716}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4386439327.pdf"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W1976877689","https://openalex.org/W2061989301","https://openalex.org/W2085093677","https://openalex.org/W2608023730","https://openalex.org/W2759910885","https://openalex.org/W2789758093","https://openalex.org/W2802897269","https://openalex.org/W2911964244","https://openalex.org/W2963049813","https://openalex.org/W2972367452","https://openalex.org/W2982504547","https://openalex.org/W3011630924","https://openalex.org/W3041437500","https://openalex.org/W3096663727","https://openalex.org/W3123882998","https://openalex.org/W3164167844","https://openalex.org/W3164992913","https://openalex.org/W4210538729","https://openalex.org/W4220971224","https://openalex.org/W4290928356","https://openalex.org/W4393967801"],"related_works":["https://openalex.org/W2550574144","https://openalex.org/W2131974580","https://openalex.org/W2089416923","https://openalex.org/W2891556593","https://openalex.org/W2754919930","https://openalex.org/W3089537452","https://openalex.org/W2019904086","https://openalex.org/W2101167671","https://openalex.org/W1749819022","https://openalex.org/W2517730381"],"abstract_inverted_index":{"Timely":[0],"and":[1,13,44,106,110,133,144],"up-to-date":[2],"information":[3],"about":[4],"road":[5],"link":[6,32],"quality":[7,33],"is":[8,36],"essential":[9],"for":[10,108,136],"the":[11,72,78,103,126],"efficient":[12,132],"reliable":[14,134],"dissemination":[15],"of":[16,120],"urgent":[17,138],"messages":[18,139],"in":[19,89,118],"dynamic":[20],"vehicular":[21,39,145],"network":[22],"environments.":[23],"However,":[24],"existing":[25],"literature":[26],"lacks":[27],"models":[28],"that":[29,70,140],"provide":[30],"infrastructure-to-vehicle":[31],"estimations.":[34],"This":[35,123],"due":[37],"to":[38,54,85,87],"communication":[40,83],"networks\u2019":[41],"high":[42],"variability":[43],"complexity":[45],"(channel":[46],"variations,":[47],"complex":[48],"interference":[49],"patterns),":[50],"making":[51],"it":[52],"difficult":[53],"integrate":[55],"into":[56],"a":[57,66,94,98],"practical":[58],"analytical":[59],"model.":[60],"To":[61],"address":[62],"this,":[63],"we":[64],"propose":[65],"supervised-machine-learning-based":[67],"prediction":[68,121],"model":[69,81],"estimates":[71],"Packet":[73],"Reception":[74],"Rate":[75],"(PRR)":[76],"on":[77],"road.":[79],"Our":[80,112],"updates":[82],"zones":[84],"adapt":[86],"changes":[88],"traffic":[90,142],"conditions.":[91],"It":[92],"uses":[93],"dataset":[95],"generated":[96],"from":[97],"realistic":[99],"mobility":[100,146],"scenario":[101],"using":[102],"NETSIM":[104],"simulator":[105],"SUMO":[107],"training":[109],"evaluation.":[111],"performance":[113],"tests":[114],"show":[115],"promising":[116],"results":[117],"terms":[119],"accuracy.":[122],"work":[124],"represents":[125],"first":[127],"step":[128],"toward":[129],"developing":[130],"an":[131],"scheme":[135],"disseminating":[137],"considers":[141],"conditions":[143],"changes.":[147]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}