{"id":"https://openalex.org/W2996766934","doi":"https://doi.org/10.1109/lwc.2019.2962409","title":"Reinforcement Learning-Based Radio Resource Control in 5G Vehicular Network","display_name":"Reinforcement Learning-Based Radio Resource Control in 5G Vehicular Network","publication_year":2019,"publication_date":"2019-12-27","ids":{"openalex":"https://openalex.org/W2996766934","doi":"https://doi.org/10.1109/lwc.2019.2962409","mag":"2996766934"},"language":"en","primary_location":{"id":"doi:10.1109/lwc.2019.2962409","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lwc.2019.2962409","pdf_url":null,"source":{"id":"https://openalex.org/S2500830676","display_name":"IEEE Wireless Communications Letters","issn_l":"2162-2337","issn":["2162-2337","2162-2345"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Wireless Communications Letters","raw_type":"journal-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/A5110705854","display_name":"Yibo Zhou","orcid":"https://orcid.org/0009-0009-6244-9763"},"institutions":[{"id":"https://openalex.org/I201537933","display_name":"Tohoku University","ror":"https://ror.org/01dq60k83","country_code":"JP","type":"education","lineage":["https://openalex.org/I201537933"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yibo Zhou","raw_affiliation_strings":["Graduate School of Information Sciences, Tohoku University, Sendai, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Information Sciences, Tohoku University, Sendai, Japan","institution_ids":["https://openalex.org/I201537933"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007662359","display_name":"Fengxiao Tang","orcid":"https://orcid.org/0000-0003-2414-4802"},"institutions":[{"id":"https://openalex.org/I201537933","display_name":"Tohoku University","ror":"https://ror.org/01dq60k83","country_code":"JP","type":"education","lineage":["https://openalex.org/I201537933"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Fengxiao Tang","raw_affiliation_strings":["Graduate School of Information Sciences, Tohoku University, Sendai, Japan"],"raw_orcid":"https://orcid.org/0000-0003-2414-4802","affiliations":[{"raw_affiliation_string":"Graduate School of Information Sciences, Tohoku University, Sendai, Japan","institution_ids":["https://openalex.org/I201537933"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101772913","display_name":"Yuichi Kawamoto","orcid":"https://orcid.org/0000-0002-5290-6520"},"institutions":[{"id":"https://openalex.org/I201537933","display_name":"Tohoku University","ror":"https://ror.org/01dq60k83","country_code":"JP","type":"education","lineage":["https://openalex.org/I201537933"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yuichi Kawamoto","raw_affiliation_strings":["Graduate School of Information Sciences, Tohoku University, Sendai, Japan"],"raw_orcid":"https://orcid.org/0000-0002-5290-6520","affiliations":[{"raw_affiliation_string":"Graduate School of Information Sciences, Tohoku University, Sendai, Japan","institution_ids":["https://openalex.org/I201537933"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013311265","display_name":"Nei Kato","orcid":"https://orcid.org/0000-0001-8769-302X"},"institutions":[{"id":"https://openalex.org/I201537933","display_name":"Tohoku University","ror":"https://ror.org/01dq60k83","country_code":"JP","type":"education","lineage":["https://openalex.org/I201537933"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Nei Kato","raw_affiliation_strings":["Graduate School of Information Sciences, Tohoku University, Sendai, Japan"],"raw_orcid":"https://orcid.org/0000-0001-8769-302X","affiliations":[{"raw_affiliation_string":"Graduate School of Information Sciences, Tohoku University, Sendai, Japan","institution_ids":["https://openalex.org/I201537933"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I201537933"],"apc_list":null,"apc_paid":null,"fwci":3.38,"has_fulltext":false,"cited_by_count":60,"citation_normalized_percentile":{"value":0.93275895,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"9","issue":"5","first_page":"611","last_page":"614"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","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/T10148","display_name":"Advanced MIMO Systems Optimization","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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9983999729156494,"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/T13905","display_name":"Telecommunications and Broadcasting Technologies","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.8715655207633972},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7939414381980896},{"id":"https://openalex.org/keywords/telecommunications-link","display_name":"Telecommunications link","score":0.7223368883132935},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.6415771842002869},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.5715414881706238},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.5595740079879761},{"id":"https://openalex.org/keywords/radio-resource-management","display_name":"Radio resource management","score":0.5431385040283203},{"id":"https://openalex.org/keywords/q-learning","display_name":"Q-learning","score":0.5335415601730347},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.525727391242981},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.44319042563438416},{"id":"https://openalex.org/keywords/duplex","display_name":"Duplex (building)","score":0.4225272238254547},{"id":"https://openalex.org/keywords/vehicular-ad-hoc-network","display_name":"Vehicular ad hoc network","score":0.4114754796028137},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.41043734550476074},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3696754574775696},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.36367738246917725},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.308186411857605},{"id":"https://openalex.org/keywords/wireless-ad-hoc-network","display_name":"Wireless ad hoc network","score":0.2652198076248169},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1870836317539215},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.15441197156906128}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8715655207633972},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7939414381980896},{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.7223368883132935},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6415771842002869},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.5715414881706238},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.5595740079879761},{"id":"https://openalex.org/C182448111","wikidata":"https://www.wikidata.org/wiki/Q7281197","display_name":"Radio resource management","level":4,"score":0.5431385040283203},{"id":"https://openalex.org/C188116033","wikidata":"https://www.wikidata.org/wiki/Q2664563","display_name":"Q-learning","level":3,"score":0.5335415601730347},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.525727391242981},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.44319042563438416},{"id":"https://openalex.org/C99611785","wikidata":"https://www.wikidata.org/wiki/Q6453233","display_name":"Duplex (building)","level":3,"score":0.4225272238254547},{"id":"https://openalex.org/C192448918","wikidata":"https://www.wikidata.org/wiki/Q682677","display_name":"Vehicular ad hoc network","level":4,"score":0.4114754796028137},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.41043734550476074},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3696754574775696},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.36367738246917725},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.308186411857605},{"id":"https://openalex.org/C94523657","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Wireless ad hoc network","level":3,"score":0.2652198076248169},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1870836317539215},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.15441197156906128},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C552990157","wikidata":"https://www.wikidata.org/wiki/Q7430","display_name":"DNA","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lwc.2019.2962409","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lwc.2019.2962409","pdf_url":null,"source":{"id":"https://openalex.org/S2500830676","display_name":"IEEE Wireless Communications Letters","issn_l":"2162-2337","issn":["2162-2337","2162-2345"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Wireless Communications Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.5299999713897705}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1998422964","https://openalex.org/W2135801388","https://openalex.org/W2158343167","https://openalex.org/W2308388916","https://openalex.org/W2344236336","https://openalex.org/W2566425973","https://openalex.org/W2587515641","https://openalex.org/W2605344455","https://openalex.org/W2610427761","https://openalex.org/W2620303912","https://openalex.org/W2803418695","https://openalex.org/W2883158069","https://openalex.org/W2964325697"],"related_works":["https://openalex.org/W2122167697","https://openalex.org/W2106704271","https://openalex.org/W2067828455","https://openalex.org/W1989981149","https://openalex.org/W2172120247","https://openalex.org/W2394292907","https://openalex.org/W167115183","https://openalex.org/W2740248264","https://openalex.org/W2159025823","https://openalex.org/W2150540431"],"abstract_inverted_index":{"Recently,":[0],"the":[1,13,22,32,38,47,86,97,112,119,130],"number":[2],"of":[3,89,102],"user":[4],"equipment":[5],"with":[6,55],"high":[7,14,48],"mobility":[8],"(such":[9],"as":[10],"vehicles)":[11],"and":[12,34,135],"traffic":[15,23,49],"demand":[16,50],"is":[17,42,105],"immensely":[18],"increasing.":[19],"To":[20],"sustaining":[21],"demand,":[24],"Time":[25],"Division":[26],"Duplex":[27],"(TDD),":[28],"which":[29],"can":[30],"change":[31,68],"uplink":[33],"downlink":[35],"ratio":[36],"in":[37,51,96,133],"same":[39],"frequency":[40],"band,":[41],"implemented.":[43],"However,":[44],"to":[45,60,66],"satisfy":[46],"5G":[52],"vehicular":[53],"network":[54,90],"limited":[56],"resources,":[57],"we":[58,74],"need":[59],"investigate":[61],"a":[62,76],"more":[63],"efficient":[64],"method":[65,132],"adaptively":[67],"TDD":[69],"configuration.":[70],"In":[71],"this":[72,103],"letter,":[73],"propose":[75],"reinforcement":[77],"learning-based":[78],"resources":[79],"allocation":[80],"algorithm":[81],"that":[82,106,126],"not":[83],"only":[84],"considers":[85],"multiple":[87],"parameters":[88],"status":[91],"but":[92],"also":[93],"utilizes":[94],"them":[95],"learning":[98,120],"phase.":[99,121],"The":[100,122],"contribution":[101],"letter":[104],"our":[107,127],"proposal":[108,128],"takes":[109],"into":[110],"account":[111],"future":[113],"state":[114],"for":[115],"resource":[116],"control":[117],"through":[118],"simulation":[123],"results":[124],"show":[125],"outperforms":[129],"existing":[131],"throughput":[134],"packet":[136],"loss":[137],"rate.":[138]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":15},{"year":2020,"cited_by_count":10}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
