{"id":"https://openalex.org/W4391129003","doi":"https://doi.org/10.1109/ictc58733.2023.10393668","title":"Enhanced Deep Cooperative Q-Learning for Optimized Vehicle-to-Vehicle Communication in 5G/6G Networks","display_name":"Enhanced Deep Cooperative Q-Learning for Optimized Vehicle-to-Vehicle Communication in 5G/6G Networks","publication_year":2023,"publication_date":"2023-10-11","ids":{"openalex":"https://openalex.org/W4391129003","doi":"https://doi.org/10.1109/ictc58733.2023.10393668"},"language":"en","primary_location":{"id":"doi:10.1109/ictc58733.2023.10393668","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc58733.2023.10393668","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th International Conference on Information and Communication Technology Convergence (ICTC)","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/A5043460392","display_name":"Tahir H. Ahmed","orcid":null},"institutions":[{"id":"https://openalex.org/I173029219","display_name":"Multimedia University","ror":"https://ror.org/04zrbnc33","country_code":"MY","type":"education","lineage":["https://openalex.org/I173029219"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Tahir H. Ahmed","raw_affiliation_strings":["Multimedia University,Faculty of Engineering,Cyberjaya,Malaysia","Faculty of Engineering, Multimedia University, Cyberjaya, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Multimedia University,Faculty of Engineering,Cyberjaya,Malaysia","institution_ids":["https://openalex.org/I173029219"]},{"raw_affiliation_string":"Faculty of Engineering, Multimedia University, Cyberjaya, Malaysia","institution_ids":["https://openalex.org/I173029219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012309942","display_name":"Azwan Mahmud","orcid":"https://orcid.org/0000-0001-5281-2877"},"institutions":[{"id":"https://openalex.org/I173029219","display_name":"Multimedia University","ror":"https://ror.org/04zrbnc33","country_code":"MY","type":"education","lineage":["https://openalex.org/I173029219"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Azwan Mahmud","raw_affiliation_strings":["Multimedia University,Faculty of Engineering,Cyberjaya,Malaysia","Faculty of Engineering, Multimedia University, Cyberjaya, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Multimedia University,Faculty of Engineering,Cyberjaya,Malaysia","institution_ids":["https://openalex.org/I173029219"]},{"raw_affiliation_string":"Faculty of Engineering, Multimedia University, Cyberjaya, Malaysia","institution_ids":["https://openalex.org/I173029219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025321140","display_name":"Azlan Abd Aziz","orcid":"https://orcid.org/0000-0003-2255-0831"},"institutions":[{"id":"https://openalex.org/I173029219","display_name":"Multimedia University","ror":"https://ror.org/04zrbnc33","country_code":"MY","type":"education","lineage":["https://openalex.org/I173029219"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Azlan Abd Aziz","raw_affiliation_strings":["Multimedia University,Faculty of Engineering and Technology,Melaka,Malaysia","Faculty of Engineering and Technology, Multimedia University, Melaka, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Multimedia University,Faculty of Engineering and Technology,Melaka,Malaysia","institution_ids":["https://openalex.org/I173029219"]},{"raw_affiliation_string":"Faculty of Engineering and Technology, Multimedia University, Melaka, Malaysia","institution_ids":["https://openalex.org/I173029219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003131223","display_name":"Syamsuri Yaacob","orcid":null},"institutions":[{"id":"https://openalex.org/I130343225","display_name":"Universiti Putra Malaysia","ror":"https://ror.org/02e91jd64","country_code":"MY","type":"education","lineage":["https://openalex.org/I130343225"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Syamsuri Yaacob","raw_affiliation_strings":["University Putra Malaysia (UPM),Faculty of Engineering,Serdang,Selangor,Malaysia,43400"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Putra Malaysia (UPM),Faculty of Engineering,Serdang,Selangor,Malaysia,43400","institution_ids":["https://openalex.org/I130343225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2341,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.54011499,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"473","last_page":"477"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9965000152587891,"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":0.9965000152587891,"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":0.9882000088691711,"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":0.9869999885559082,"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":0.7783315181732178},{"id":"https://openalex.org/keywords/vehicular-communication-systems","display_name":"Vehicular communication systems","score":0.6186782717704773},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.6063300371170044},{"id":"https://openalex.org/keywords/vehicle-to-vehicle","display_name":"Vehicle-to-vehicle","score":0.5121059417724609},{"id":"https://openalex.org/keywords/vehicular-ad-hoc-network","display_name":"Vehicular ad hoc network","score":0.46720072627067566},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4578411281108856},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4445807933807373},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3519533574581146},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.32188722491264343},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31974688172340393},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.17825788259506226},{"id":"https://openalex.org/keywords/wireless-ad-hoc-network","display_name":"Wireless ad hoc network","score":0.1534917652606964}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7783315181732178},{"id":"https://openalex.org/C30095986","wikidata":"https://www.wikidata.org/wiki/Q1035238","display_name":"Vehicular communication systems","level":5,"score":0.6186782717704773},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.6063300371170044},{"id":"https://openalex.org/C2780241275","wikidata":"https://www.wikidata.org/wiki/Q682677","display_name":"Vehicle-to-vehicle","level":2,"score":0.5121059417724609},{"id":"https://openalex.org/C192448918","wikidata":"https://www.wikidata.org/wiki/Q682677","display_name":"Vehicular ad hoc network","level":4,"score":0.46720072627067566},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4578411281108856},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4445807933807373},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3519533574581146},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.32188722491264343},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31974688172340393},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.17825788259506226},{"id":"https://openalex.org/C94523657","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Wireless ad hoc network","level":3,"score":0.1534917652606964},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ictc58733.2023.10393668","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc58733.2023.10393668","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"},{"id":"pmh:oai:shdl.mmu.edu.my:12098","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196753","display_name":"Siti Hasmah Digital Library-MMU Institutiona Repository (Multimedia University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I173029219","host_organization_name":"Multimedia University","host_organization_lineage":["https://openalex.org/I173029219"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Conference or Workshop Item"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321147","display_name":"Ministry of Higher Education","ror":"https://ror.org/0512bh102"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1841544193","https://openalex.org/W2963961639","https://openalex.org/W3035352987","https://openalex.org/W3205741754","https://openalex.org/W4200382678","https://openalex.org/W4210666250","https://openalex.org/W4224252011","https://openalex.org/W4226442547","https://openalex.org/W4377138249","https://openalex.org/W4385421590"],"related_works":["https://openalex.org/W2546264901","https://openalex.org/W4389401994","https://openalex.org/W3199384537","https://openalex.org/W2027195887","https://openalex.org/W4380483515","https://openalex.org/W2491522285","https://openalex.org/W3131067082","https://openalex.org/W2803716067","https://openalex.org/W4297473425","https://openalex.org/W2047697411"],"abstract_inverted_index":{"In":[0],"the":[1,42,104],"era":[2],"of":[3,45,54],"5G":[4],"and":[5,24,52,84,96,101],"forthcoming":[6],"6G,":[7],"effective":[8],"Vehicle-to-Vehicle":[9],"(V2V)":[10],"communication":[11,40,113],"is":[12,58,71],"crucial":[13],"for":[14,106,110],"many":[15],"applications":[16],"like":[17],"autonomous":[18],"driving,":[19],"real-time":[20],"traffic":[21],"information":[22],"sharing,":[23],"others.":[25],"This":[26],"work":[27],"proposes":[28],"a":[29,72],"novel":[30],"Enhanced":[31],"Deep":[32],"Cooperative":[33],"Q-Learning":[34],"(DCO-DQN)":[35],"model":[36,57],"to":[37,65],"optimize":[38],"V2V":[39,112],"considering":[41],"volatile":[43],"nature":[44],"wireless":[46],"channels,":[47],"device":[48],"parameters,":[49],"vehicular":[50],"mobility,":[51],"history":[53],"interactions.":[55],"The":[56,78],"equipped":[59],"with":[60],"an":[61],"advanced":[62],"reward":[63],"function":[64],"reflect":[66],"multiple":[67],"performance":[68,89],"metrics,":[69],"which":[70],"clear":[73],"distinction":[74],"from":[75],"existing":[76],"methods.":[77],"comprehensive":[79],"system":[80],"model,":[81],"implementation":[82],"details,":[83],"results":[85],"clearly":[86],"show":[87],"superior":[88],"over":[90],"traditional":[91],"methods":[92],"across":[93],"various":[94],"metrics":[95],"scenarios.":[97],"A":[98],"detailed":[99],"comparison":[100],"analysis":[102],"strengthen":[103],"case":[105],"adopting":[107],"our":[108],"method":[109],"future":[111],"in":[114],"5G/6G":[115],"networks.":[116]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
