{"id":"https://openalex.org/W4313525012","doi":"https://doi.org/10.1109/latincom56090.2022.10000783","title":"Ray-Tracing MIMO Channel Dataset for Machine Learning Applied to V2V Communication","display_name":"Ray-Tracing MIMO Channel Dataset for Machine Learning Applied to V2V Communication","publication_year":2022,"publication_date":"2022-11-30","ids":{"openalex":"https://openalex.org/W4313525012","doi":"https://doi.org/10.1109/latincom56090.2022.10000783"},"language":"en","primary_location":{"id":"doi:10.1109/latincom56090.2022.10000783","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/latincom56090.2022.10000783","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Latin-American Conference on Communications (LATINCOM)","raw_type":"proceedings-article"},"type":"article","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/A5110955141","display_name":"Daniel Tsutomu Suzuki","orcid":null},"institutions":[{"id":"https://openalex.org/I4210090141","display_name":"Centre for Research and Development in Telecommunications (Brazil)","ror":"https://ror.org/00ej99c12","country_code":"BR","type":"company","lineage":["https://openalex.org/I4210090141"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Daniel Suzuki","raw_affiliation_strings":["LASSE-Telecommunications, Automation and Electronics Research and Development Center,Bel&#x00E9;m-PA,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LASSE-Telecommunications, Automation and Electronics Research and Development Center,Bel&#x00E9;m-PA,Brazil","institution_ids":["https://openalex.org/I4210090141"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109582202","display_name":"Ailton Oliveira","orcid":null},"institutions":[{"id":"https://openalex.org/I4210090141","display_name":"Centre for Research and Development in Telecommunications (Brazil)","ror":"https://ror.org/00ej99c12","country_code":"BR","type":"company","lineage":["https://openalex.org/I4210090141"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ailton Oliveira","raw_affiliation_strings":["LASSE-Telecommunications, Automation and Electronics Research and Development Center,Bel&#x00E9;m-PA,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LASSE-Telecommunications, Automation and Electronics Research and Development Center,Bel&#x00E9;m-PA,Brazil","institution_ids":["https://openalex.org/I4210090141"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103092277","display_name":"Luan Gon\u00e7alves","orcid":"https://orcid.org/0000-0003-3189-0328"},"institutions":[{"id":"https://openalex.org/I4210090141","display_name":"Centre for Research and Development in Telecommunications (Brazil)","ror":"https://ror.org/00ej99c12","country_code":"BR","type":"company","lineage":["https://openalex.org/I4210090141"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Luan Goncalves","raw_affiliation_strings":["LASSE-Telecommunications, Automation and Electronics Research and Development Center,Bel&#x00E9;m-PA,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LASSE-Telecommunications, Automation and Electronics Research and Development Center,Bel&#x00E9;m-PA,Brazil","institution_ids":["https://openalex.org/I4210090141"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002906774","display_name":"Ilan Correa","orcid":"https://orcid.org/0000-0002-7219-8226"},"institutions":[{"id":"https://openalex.org/I4210090141","display_name":"Centre for Research and Development in Telecommunications (Brazil)","ror":"https://ror.org/00ej99c12","country_code":"BR","type":"company","lineage":["https://openalex.org/I4210090141"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ilan Correa","raw_affiliation_strings":["LASSE-Telecommunications, Automation and Electronics Research and Development Center,Bel&#x00E9;m-PA,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LASSE-Telecommunications, Automation and Electronics Research and Development Center,Bel&#x00E9;m-PA,Brazil","institution_ids":["https://openalex.org/I4210090141"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062442180","display_name":"Aldebaro Klautau","orcid":"https://orcid.org/0000-0001-7773-2080"},"institutions":[{"id":"https://openalex.org/I4210090141","display_name":"Centre for Research and Development in Telecommunications (Brazil)","ror":"https://ror.org/00ej99c12","country_code":"BR","type":"company","lineage":["https://openalex.org/I4210090141"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Aldebaro Klautau","raw_affiliation_strings":["LASSE-Telecommunications, Automation and Electronics Research and Development Center,Bel&#x00E9;m-PA,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LASSE-Telecommunications, Automation and Electronics Research and Development Center,Bel&#x00E9;m-PA,Brazil","institution_ids":["https://openalex.org/I4210090141"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010050881","display_name":"Silvia Lins","orcid":"https://orcid.org/0000-0001-5160-7177"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Silvia Lins","raw_affiliation_strings":["Innovation Center, Ericsson Telecomunica&#x00E7;&#x00F5;es S.A,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Innovation Center, Ericsson Telecomunica&#x00E7;&#x00F5;es S.A,Brazil","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102845861","display_name":"Pedro Batista","orcid":"https://orcid.org/0000-0002-0776-2054"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pedro Batista","raw_affiliation_strings":["Innovation Center, Ericsson Telecomunica&#x00E7;&#x00F5;es S.A,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Innovation Center, Ericsson Telecomunica&#x00E7;&#x00F5;es S.A,Brazil","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1847,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.50024706,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"50","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9998999834060669,"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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9998999834060669,"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/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9994000196456909,"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/T12146","display_name":"Power Line Communications and Noise","score":0.9991000294685364,"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/emulation","display_name":"Emulation","score":0.8973398208618164},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7880522608757019},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6382195949554443},{"id":"https://openalex.org/keywords/mimo","display_name":"MIMO","score":0.6051992177963257},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5374413728713989},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5252327919006348},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48538172245025635},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4246610701084137},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.37832337617874146},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1438688039779663}],"concepts":[{"id":"https://openalex.org/C149810388","wikidata":"https://www.wikidata.org/wiki/Q5374873","display_name":"Emulation","level":2,"score":0.8973398208618164},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7880522608757019},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6382195949554443},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.6051992177963257},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5374413728713989},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5252327919006348},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48538172245025635},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4246610701084137},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.37832337617874146},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1438688039779663},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/latincom56090.2022.10000783","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/latincom56090.2022.10000783","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Latin-American Conference on Communications (LATINCOM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.4699999988079071,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W905396345","https://openalex.org/W1954351671","https://openalex.org/W1973922108","https://openalex.org/W2064747658","https://openalex.org/W2103972037","https://openalex.org/W2195693430","https://openalex.org/W2406391039","https://openalex.org/W2437823381","https://openalex.org/W2605119037","https://openalex.org/W2605261875","https://openalex.org/W2614851539","https://openalex.org/W2898434483","https://openalex.org/W2950634569","https://openalex.org/W2963000651","https://openalex.org/W3017425033","https://openalex.org/W3102832573","https://openalex.org/W4211120851","https://openalex.org/W6600981286","https://openalex.org/W6640360887","https://openalex.org/W6759127422"],"related_works":["https://openalex.org/W2154523322","https://openalex.org/W2083200807","https://openalex.org/W1603137082","https://openalex.org/W2364195017","https://openalex.org/W2355430452","https://openalex.org/W1951195060","https://openalex.org/W2049983405","https://openalex.org/W4224872188","https://openalex.org/W4285223123","https://openalex.org/W4386970495"],"abstract_inverted_index":{"Machine":[0],"learning":[1,77,136],"has":[2],"become":[3],"a":[4,66],"powerful":[5],"tool":[6],"for":[7,19,70,84,132],"improving":[8],"vehicle-to-vehicle":[9],"(V2V)":[10],"communication":[11],"systems,":[12],"and":[13,22,27,41,122,137],"in":[14,98,111],"general":[15],"requires":[16],"large":[17,26,38],"datasets":[18,29],"model":[20],"training":[21],"assessment.":[23],"However,":[24],"creating":[25],"realistic":[28,93],"using":[30,134],"field":[31],"measurements":[32],"is":[33],"challenging":[34],"due":[35],"to":[36,51,117],"the":[37,53,63,81,106,112,118,126,138],"bandwidths":[39],"involved":[40],"usage":[42],"of":[43,57,65,75,95,108,130],"multiple":[44],"antennas.":[45],"Simulations":[46],"have":[47],"been":[48],"widely":[49],"adopted":[50,89],"circumvent":[52],"relative":[54],"high":[55],"cost":[56],"measurement":[58],"campaigns.":[59],"This":[60],"paper":[61,103,127],"presents":[62],"development":[64],"new":[67],"public":[68],"dataset":[69],"research":[71],"within":[72],"V2V":[73,133],"scenarios,":[74],"machine":[76,135],"algorithms":[78],"that":[79],"require":[80],"MIMO":[82],"channel":[83],"simulation":[85,114],"or":[86],"emulation.":[87],"The":[88,102],"methodology":[90],"relies":[91],"on":[92],"simulations":[94],"vehicles":[96],"traffic":[97],"3D":[99],"virtual":[100],"worlds.":[101],"also":[104],"analyses":[105],"influence":[107],"key":[109],"parameters":[110],"ray-tracing":[113],"with":[115],"respect":[116],"tradeoff":[119],"between":[120],"accuracy":[121],"computational":[123],"cost.":[124],"Lastly,":[125],"discusses":[128],"results":[129],"beam-selection":[131],"presented":[139],"dataset.":[140]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
