{"id":"https://openalex.org/W4412610419","doi":"https://doi.org/10.1109/hpcc64274.2024.00232","title":"Reinforcement Learning-Driven Relay Selection for Enhanced V2V Communication in Vehicle Platoons","display_name":"Reinforcement Learning-Driven Relay Selection for Enhanced V2V Communication in Vehicle Platoons","publication_year":2024,"publication_date":"2024-12-13","ids":{"openalex":"https://openalex.org/W4412610419","doi":"https://doi.org/10.1109/hpcc64274.2024.00232"},"language":"en","primary_location":{"id":"doi:10.1109/hpcc64274.2024.00232","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpcc64274.2024.00232","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on High Performance Computing and Communications (HPCC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100324517","display_name":"Xiaoyong Zhang","orcid":"https://orcid.org/0000-0002-1997-7247"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyong Zhang","raw_affiliation_strings":["Central South University,School of Electronic Information,Changsha,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central South University,School of Electronic Information,Changsha,China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100457435","display_name":"Meng Liu","orcid":"https://orcid.org/0000-0002-1333-3061"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng Liu","raw_affiliation_strings":["Central South University,School of Electronic Information,Changsha,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central South University,School of Electronic Information,Changsha,China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023886704","display_name":"Xin Gu","orcid":"https://orcid.org/0000-0002-3221-5183"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Gu","raw_affiliation_strings":["Central South University,School of Electronic Information,Changsha,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central South University,School of Electronic Information,Changsha,China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052901606","display_name":"Jun Peng","orcid":"https://orcid.org/0000-0001-6269-6929"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Peng","raw_affiliation_strings":["Central South University,School of Electronic Information,Changsha,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central South University,School of Electronic Information,Changsha,China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100338782","display_name":"Heng Li","orcid":"https://orcid.org/0000-0001-5592-7004"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Heng Li","raw_affiliation_strings":["Central South University,School of Electronic Information,Changsha,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central South University,School of Electronic Information,Changsha,China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038918043","display_name":"Zhiwu Huang","orcid":"https://orcid.org/0000-0002-7385-079X"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiwu Huang","raw_affiliation_strings":["Central South University,School of Automation,Changsha,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central South University,School of Automation,Changsha,China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079841400","display_name":"Weirong Liu","orcid":"https://orcid.org/0000-0002-6207-9100"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weirong Liu","raw_affiliation_strings":["Central South University,School of Computer Science and Engineering,Changsha,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central South University,School of Computer Science and Engineering,Changsha,China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100688326","display_name":"Fu Jiang","orcid":"https://orcid.org/0000-0002-0142-2462"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fu Jiang","raw_affiliation_strings":["Central South University,School of Electronic Information,Changsha,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central South University,School of Electronic Information,Changsha,China","institution_ids":["https://openalex.org/I139660479"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I139660479"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.50383565,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1751","last_page":"1757"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12146","display_name":"Power Line Communications and Noise","score":0.9921000003814697,"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/T12146","display_name":"Power Line Communications and Noise","score":0.9921000003814697,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9884999990463257,"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/T11932","display_name":"Wireless Body Area Networks","score":0.9516000151634216,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/reinforcement-learning","display_name":"Reinforcement learning","score":0.8196935653686523},{"id":"https://openalex.org/keywords/relay","display_name":"Relay","score":0.7956956624984741},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.695480227470398},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6315037608146667},{"id":"https://openalex.org/keywords/reinforcement","display_name":"Reinforcement","score":0.4446064531803131},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3263821601867676},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2304278016090393},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.171564519405365}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8196935653686523},{"id":"https://openalex.org/C2778156585","wikidata":"https://www.wikidata.org/wiki/Q174053","display_name":"Relay","level":3,"score":0.7956956624984741},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.695480227470398},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6315037608146667},{"id":"https://openalex.org/C67203356","wikidata":"https://www.wikidata.org/wiki/Q1321905","display_name":"Reinforcement","level":2,"score":0.4446064531803131},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3263821601867676},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2304278016090393},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.171564519405365},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/hpcc64274.2024.00232","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpcc64274.2024.00232","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on High Performance Computing and Communications (HPCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2990647224","https://openalex.org/W3013654797","https://openalex.org/W3126365018","https://openalex.org/W4210481264","https://openalex.org/W4220995194","https://openalex.org/W4283219733","https://openalex.org/W4293095197","https://openalex.org/W4317543375","https://openalex.org/W4318586194","https://openalex.org/W4318953530","https://openalex.org/W4366779095","https://openalex.org/W4376464583","https://openalex.org/W4376480689","https://openalex.org/W4387886059","https://openalex.org/W4388145485","https://openalex.org/W4389665000"],"related_works":["https://openalex.org/W2539674285","https://openalex.org/W1998322187","https://openalex.org/W1038122923","https://openalex.org/W2952514781","https://openalex.org/W4310083477","https://openalex.org/W2328553770","https://openalex.org/W3019210376","https://openalex.org/W2391145594","https://openalex.org/W2920061524","https://openalex.org/W2326572623"],"abstract_inverted_index":{"In":[0,135],"truck":[1],"platoons":[2],"with":[3],"a":[4,58,83,88],"bidirectional-leader":[5],"topology,":[6],"variations":[7],"in":[8,12,17,39,82],"channel":[9,98,137],"conditions":[10],"result":[11],"unreliability":[13],"and":[14,50,66,97,129,156],"high":[15],"latency":[16],"vehicle-to-vehicle":[18],"(V2V)":[19],"communications.":[20],"This":[21],"paper":[22],"proposes":[23],"an":[24],"adaptive":[25],"relay":[26,53],"selection":[27,54],"strategy":[28,34,110,115,141],"based":[29,77,93],"on":[30,78,94],"Q-learning":[31],"(QL).":[32],"The":[33,63,103],"ensures":[35],"that":[36],"all":[37],"vehicles":[38],"the":[40,46,67,108,113,123,127,132,140,147,153,159],"platoon":[41,95,154],"receive":[42],"safety":[43],"messages":[44],"from":[45],"lead":[47,64],"vehicle":[48,65],"quickly":[49],"reliably.":[51],"Firstly,":[52],"is":[55,91,105],"modeled":[56],"as":[57,70],"Markov":[59],"decision":[60],"process":[61],"(MDP).":[62],"relays":[68],"act":[69],"intelligent":[71],"agents.":[72],"Agents":[73],"make":[74],"decisions":[75],"adaptively":[76],"real-time":[79],"state":[80,99],"observations":[81],"dynamic":[84],"communication":[85],"environment.":[86],"Secondly,":[87],"reward":[89],"function":[90],"designed":[92],"topology":[96],"information":[100],"statistics":[101],"(CSI).":[102],"purpose":[104],"to":[106,111,145],"drive":[107],"proposed":[109,133],"learn":[112],"optimal":[114],"for":[116,152],"message":[117],"transmission":[118],"under":[119],"different":[120],"environments.":[121],"Lastly,":[122],"simulation":[124],"results":[125],"demonstrate":[126],"effectiveness":[128],"robustness":[130],"of":[131],"algorithm.":[134],"various":[136],"attenuation":[138],"environments,":[139],"has":[142],"been":[143],"demonstrated":[144],"enhance":[146],"packet":[148],"delivery":[149],"ratio":[150],"(PDR)":[151],"tail":[155],"significantly":[157],"increase":[158],"platoon\u2019s":[160],"throughput.":[161]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
