{"id":"https://openalex.org/W4285107094","doi":"https://doi.org/10.1109/jsyst.2022.3163235","title":"Decentralized Resource Allocation-Based Multiagent Deep Learning in Vehicular Network","display_name":"Decentralized Resource Allocation-Based Multiagent Deep Learning in Vehicular Network","publication_year":2022,"publication_date":"2022-05-13","ids":{"openalex":"https://openalex.org/W4285107094","doi":"https://doi.org/10.1109/jsyst.2022.3163235"},"language":"en","primary_location":{"id":"doi:10.1109/jsyst.2022.3163235","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jsyst.2022.3163235","pdf_url":"https://ieeexplore.ieee.org/ielx7/4267003/10051137/09775041.pdf","source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Systems Journal","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/4267003/10051137/09775041.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091358603","display_name":"Armeline Dembo Mafuta","orcid":"https://orcid.org/0000-0001-9075-9317"},"institutions":[{"id":"https://openalex.org/I69552723","display_name":"University of Pretoria","ror":"https://ror.org/00g0p6g84","country_code":"ZA","type":"education","lineage":["https://openalex.org/I69552723"]}],"countries":["ZA"],"is_corresponding":true,"raw_author_name":"Armeline D. Mafuta","raw_affiliation_strings":["Department of Electrical, Electronic and Computer Engineering, University of Pretoria, Pretoria, South Africa"],"affiliations":[{"raw_affiliation_string":"Department of Electrical, Electronic and Computer Engineering, University of Pretoria, Pretoria, South Africa","institution_ids":["https://openalex.org/I69552723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004802818","display_name":"B. T. Maharaj","orcid":"https://orcid.org/0000-0002-3703-3637"},"institutions":[{"id":"https://openalex.org/I69552723","display_name":"University of Pretoria","ror":"https://ror.org/00g0p6g84","country_code":"ZA","type":"education","lineage":["https://openalex.org/I69552723"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Bodhaswar T. J. Maharaj","raw_affiliation_strings":["Department of Electrical, Electronic and Computer Engineering, University of Pretoria, Pretoria, South Africa"],"affiliations":[{"raw_affiliation_string":"Department of Electrical, Electronic and Computer Engineering, University of Pretoria, Pretoria, South Africa","institution_ids":["https://openalex.org/I69552723"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016125211","display_name":"Attahiru Sule Alfa","orcid":"https://orcid.org/0000-0002-6486-2908"},"institutions":[{"id":"https://openalex.org/I69552723","display_name":"University of Pretoria","ror":"https://ror.org/00g0p6g84","country_code":"ZA","type":"education","lineage":["https://openalex.org/I69552723"]},{"id":"https://openalex.org/I46247651","display_name":"University of Manitoba","ror":"https://ror.org/02gfys938","country_code":"CA","type":"education","lineage":["https://openalex.org/I46247651"]}],"countries":["CA","ZA"],"is_corresponding":false,"raw_author_name":"Attahiru S. Alfa","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Manitoba, Winnipeg, MB, Canada","Department of Electrical, Electronic and Computer Engineering, University of Pretoria, Pretoria, South Africa"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Manitoba, Winnipeg, MB, Canada","institution_ids":["https://openalex.org/I46247651"]},{"raw_affiliation_string":"Department of Electrical, Electronic and Computer Engineering, University of Pretoria, Pretoria, South Africa","institution_ids":["https://openalex.org/I69552723"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5091358603"],"corresponding_institution_ids":["https://openalex.org/I69552723"],"apc_list":null,"apc_paid":null,"fwci":2.1181,"has_fulltext":true,"cited_by_count":25,"citation_normalized_percentile":{"value":0.87186547,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"17","issue":"1","first_page":"87","last_page":"98"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9998999834060669,"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/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","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/T10524","display_name":"Traffic control and management","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T11942","display_name":"Transportation and Mobility Innovations","score":0.9882000088691711,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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":0.7199917435646057},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.6657102704048157},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.6316893100738525},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.5423804521560669},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.5054407119750977},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.49374231696128845},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4927377998828888},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.48473045229911804},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.48023420572280884},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4736841022968292},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.4338819086551666},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.42504674196243286},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4196159243583679},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3495926260948181},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.31386467814445496},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3062743544578552},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1717621386051178},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0938073992729187},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08173355460166931}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7199917435646057},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.6657102704048157},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.6316893100738525},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.5423804521560669},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.5054407119750977},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.49374231696128845},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4927377998828888},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.48473045229911804},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.48023420572280884},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4736841022968292},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.4338819086551666},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.42504674196243286},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4196159243583679},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3495926260948181},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.31386467814445496},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3062743544578552},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1717621386051178},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0938073992729187},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08173355460166931},{"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jsyst.2022.3163235","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jsyst.2022.3163235","pdf_url":"https://ieeexplore.ieee.org/ielx7/4267003/10051137/09775041.pdf","source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Systems Journal","raw_type":"journal-article"},{"id":"pmh:oai:repository.up.ac.za:2263/93938","is_oa":true,"landing_page_url":"http://hdl.handle.net/2263/93938","pdf_url":"https://repository.up.ac.za/bitstream/2263/93938/1/Mafuta_Decentralized_2023.pdf","source":{"id":"https://openalex.org/S4306401870","display_name":"UpSpace Institutional Repository (University of Pretoria)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I69552723","host_organization_name":"University of Pretoria","host_organization_lineage":["https://openalex.org/I69552723"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"doi:10.1109/jsyst.2022.3163235","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jsyst.2022.3163235","pdf_url":"https://ieeexplore.ieee.org/ielx7/4267003/10051137/09775041.pdf","source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Systems Journal","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5899999737739563,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4285107094.pdf","grobid_xml":"https://content.openalex.org/works/W4285107094.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W2012484142","https://openalex.org/W2023835067","https://openalex.org/W2046679951","https://openalex.org/W2048294994","https://openalex.org/W2300242332","https://openalex.org/W2319920447","https://openalex.org/W2497090499","https://openalex.org/W2514619461","https://openalex.org/W2522693205","https://openalex.org/W2604554695","https://openalex.org/W2607844539","https://openalex.org/W2609289242","https://openalex.org/W2735170219","https://openalex.org/W2772664513","https://openalex.org/W2794842204","https://openalex.org/W2796104866","https://openalex.org/W2799944166","https://openalex.org/W2848396525","https://openalex.org/W2913304731","https://openalex.org/W2952797486","https://openalex.org/W2963000651","https://openalex.org/W2963349765","https://openalex.org/W2968764495","https://openalex.org/W2969195240","https://openalex.org/W2982690805","https://openalex.org/W2997499903","https://openalex.org/W3001491365","https://openalex.org/W3027406032","https://openalex.org/W3036866442","https://openalex.org/W3047691788","https://openalex.org/W3083092406","https://openalex.org/W3099769178","https://openalex.org/W3106357768","https://openalex.org/W3126041461","https://openalex.org/W3148930288","https://openalex.org/W6639703010","https://openalex.org/W6700264148","https://openalex.org/W6790000646"],"related_works":["https://openalex.org/W2923452570","https://openalex.org/W206598027","https://openalex.org/W2978610750","https://openalex.org/W2022931285","https://openalex.org/W2081026739","https://openalex.org/W1589966275","https://openalex.org/W2086872282","https://openalex.org/W2137789903","https://openalex.org/W1592324786","https://openalex.org/W2534160330"],"abstract_inverted_index":{"Resource":[0],"allocation":[1],"(RA)":[2],"has":[3],"a":[4,37,75,89],"significant":[5],"impact":[6],"on":[7],"vehicular":[8],"network":[9,98],"performance.":[10],"With":[11],"high":[12],"mobility,":[13],"RA":[14],"is":[15,79],"more":[16],"challenging,":[17],"as":[18],"the":[19,29,45,49,52,58,82,95,104,119,128,142],"number":[20],"of":[21,51,107,127,133,153],"vehicles":[22],"in":[23,28,81,125,151],"close":[24],"proximity":[25],"changes":[26],"dynamically":[27],"nonstationary":[30],"environment.":[31],"In":[32,85],"this":[33],"article,":[34],"we":[35,87,116],"propose":[36],"multiagent":[38],"double":[39],"deep":[40,96],"Q-networks":[41],"scheme":[42,83,121,144],"to":[43,93],"stabilize":[44],"system":[46],"and":[47,60,113,130,135],"maximize":[48],"sum-capacity":[50],"vehicle-to-infrastructure":[53],"(V2I)":[54],"links,":[55,74],"while":[56],"satisfying":[57],"reliability":[59],"delay":[61],"constraints":[62],"for":[63],"vehicle-to-vehicle":[64],"(V2V)":[65],"links.":[66],"To":[67],"avoid":[68],"interference":[69],"caused":[70],"by":[71],"unstable":[72],"V2V":[73,136],"transmission":[76],"mode":[77],"selection":[78],"considered":[80],"design.":[84],"addition,":[86],"introduce":[88],"binarized":[90,146],"weight":[91],"algorithm":[92],"accelerate":[94],"neural":[97],"learning":[99],"process":[100],"and,":[101],"therefore,":[102],"improve":[103],"computational":[105],"complexity":[106,114],"our":[108],"scheme.":[109],"Through":[110],"extensive":[111],"simulations":[112],"analysis,":[115],"demonstrate":[117],"that":[118],"proposed":[120,143],"yields":[122],"excellent":[123],"performance":[124],"terms":[126,152],"sum-rate":[129],"probability":[131],"rate":[132],"V2I":[134],"communication":[137],"modes.":[138],"We":[139],"also":[140],"compare":[141],"with":[145,148],"weights":[147],"other":[149],"algorithms":[150],"accuracy":[154],"evaluation.":[155]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":6}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}