{"id":"https://openalex.org/W4390189071","doi":"https://doi.org/10.1109/dasc/picom/cbdcom/cy59711.2023.10361294","title":"Spectrum Sharing and Consensus Performance of Vehicular Networks based on Deep Multi-User Reinforcement Learning","display_name":"Spectrum Sharing and Consensus Performance of Vehicular Networks based on Deep Multi-User Reinforcement Learning","publication_year":2023,"publication_date":"2023-11-14","ids":{"openalex":"https://openalex.org/W4390189071","doi":"https://doi.org/10.1109/dasc/picom/cbdcom/cy59711.2023.10361294"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/dasc/picom/cbdcom/cy59711.2023.10361294","pdf_url":null,"source":{"id":"https://openalex.org/S4363605881","display_name":"2021 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5022335005","display_name":"Muhammad Muzamil Aslam","orcid":"https://orcid.org/0000-0002-8711-2907"},"institutions":[{"id":"https://openalex.org/I189462010","display_name":"Universiti Brunei Darussalam","ror":"https://ror.org/02qnf3n86","country_code":"BN","type":"funder","lineage":["https://openalex.org/I189462010"]}],"countries":["BN"],"is_corresponding":false,"raw_author_name":"Muhammad Muzamil Aslam","raw_affiliation_strings":["School of Digital Science, Universiti Brunei Darussalam,Brunei,BE 1410"],"affiliations":[{"raw_affiliation_string":"School of Digital Science, Universiti Brunei Darussalam,Brunei,BE 1410","institution_ids":["https://openalex.org/I189462010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062272001","display_name":"Ali Tufail","orcid":"https://orcid.org/0000-0003-4871-4080"},"institutions":[{"id":"https://openalex.org/I189462010","display_name":"Universiti Brunei Darussalam","ror":"https://ror.org/02qnf3n86","country_code":"BN","type":"funder","lineage":["https://openalex.org/I189462010"]}],"countries":["BN"],"is_corresponding":false,"raw_author_name":"Ali Tufail","raw_affiliation_strings":["School of Digital Science, Universiti Brunei Darussalam,Brunei,BE 1410"],"affiliations":[{"raw_affiliation_string":"School of Digital Science, Universiti Brunei Darussalam,Brunei,BE 1410","institution_ids":["https://openalex.org/I189462010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108056131","display_name":"Zahoor Ahmed","orcid":"https://orcid.org/0000-0002-6335-3933"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"funder","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zahoor Ahmed","raw_affiliation_strings":["Department of Automation, Shanghai Jiaotong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, Shanghai Jiaotong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044633796","display_name":"Kassim Kalinaki","orcid":"https://orcid.org/0000-0001-8630-9110"},"institutions":[{"id":"https://openalex.org/I189462010","display_name":"Universiti Brunei Darussalam","ror":"https://ror.org/02qnf3n86","country_code":"BN","type":"funder","lineage":["https://openalex.org/I189462010"]}],"countries":["BN"],"is_corresponding":false,"raw_author_name":"Kassim Kalinaki","raw_affiliation_strings":["School of Digital Science, Universiti Brunei Darussalam,Brunei,BE 1410"],"affiliations":[{"raw_affiliation_string":"School of Digital Science, Universiti Brunei Darussalam,Brunei,BE 1410","institution_ids":["https://openalex.org/I189462010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030818611","display_name":"Muhammad Nasir","orcid":"https://orcid.org/0000-0001-7316-1276"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"funder","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Muhammad Nasir","raw_affiliation_strings":["Department of Automation, Shanghai Jiaotong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, Shanghai Jiaotong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039234629","display_name":"Rosyzie Anna Awg Haji Mohd Apong","orcid":"https://orcid.org/0009-0002-3971-9314"},"institutions":[{"id":"https://openalex.org/I189462010","display_name":"Universiti Brunei Darussalam","ror":"https://ror.org/02qnf3n86","country_code":"BN","type":"funder","lineage":["https://openalex.org/I189462010"]}],"countries":["BN"],"is_corresponding":false,"raw_author_name":"Rosyzie Anna Awg Haji Mohd Apong","raw_affiliation_strings":["School of Digital Science, Universiti Brunei Darussalam,Brunei,BE 1410"],"affiliations":[{"raw_affiliation_string":"School of Digital Science, Universiti Brunei Darussalam,Brunei,BE 1410","institution_ids":["https://openalex.org/I189462010"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.958,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.639222,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":66,"max":77},"biblio":{"volume":null,"issue":null,"first_page":"0348","last_page":"0354"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":0.9962,"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"}},"topics":[{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":0.9962,"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"}},{"id":"https://openalex.org/T13553","display_name":"Age of Information Optimization","score":0.9932,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.9923,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/consensus-algorithm","display_name":"Consensus algorithm","score":0.44516277}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8764264},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.78634435},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.59760857},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.49813223},{"id":"https://openalex.org/C2983222225","wikidata":"https://www.wikidata.org/wiki/Q2994424","display_name":"Consensus algorithm","level":2,"score":0.44516277},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4318018},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.37109149},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.10436469},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.07392672}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/dasc/picom/cbdcom/cy59711.2023.10361294","pdf_url":null,"source":{"id":"https://openalex.org/S4363605881","display_name":"2021 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":20,"referenced_works":["https://openalex.org/W2048838717","https://openalex.org/W2096100179","https://openalex.org/W2145339207","https://openalex.org/W2591248234","https://openalex.org/W2613647878","https://openalex.org/W2625483604","https://openalex.org/W2898754723","https://openalex.org/W2962883549","https://openalex.org/W2963000651","https://openalex.org/W2968764495","https://openalex.org/W3121162605","https://openalex.org/W3131940754","https://openalex.org/W3207883335","https://openalex.org/W4300109888","https://openalex.org/W4311988202","https://openalex.org/W4315778400","https://openalex.org/W4322588484","https://openalex.org/W4322755785","https://openalex.org/W4376639574","https://openalex.org/W4380080590"],"related_works":["https://openalex.org/W4391331176","https://openalex.org/W4380318855","https://openalex.org/W4362501864","https://openalex.org/W4306904969","https://openalex.org/W3049728571","https://openalex.org/W3046732854","https://openalex.org/W2586732548","https://openalex.org/W2138720691","https://openalex.org/W2031695474","https://openalex.org/W2024136090"],"abstract_inverted_index":{"The":[0,34],"idea":[1],"of":[2,31,61,83,113],"an":[3],"agent":[4],"is":[5,13,37,89],"useful":[6,41],"for":[7,18,93],"describing":[8],"circumstances":[9],"in":[10,42,81],"which":[11],"it":[12],"difficult":[14],"or":[15,49,105],"perhaps":[16],"impossible":[17],"a":[19,32,90],"single":[20],"entity":[21],"to":[22,39,109,116],"gain":[23],"all":[24],"the":[25,29,59,75,95,110,118],"necessary":[26],"knowledge":[27],"about":[28],"state":[30],"system.":[33],"multiagent":[35],"system":[36],"known":[38],"be":[40],"designing":[43],"distributed":[44,100],"solutions.":[45],"Control":[46],"action,":[47],"data,":[48],"even":[50],"both":[51],"are":[52],"distributed.":[53],"In":[54],"this":[55],"research,":[56],"we":[57,120],"investigate":[58],"performance":[60],"vehicular":[62],"networks":[63],"based":[64,127],"on":[65,128],"deep":[66,129],"multi-user":[67,130],"reinforcement":[68,131],"learning,":[69],"where":[70],"numerous":[71],"V2V":[72],"links":[73],"use":[74],"already":[76],"occupied":[77],"V2I":[78],"frequency":[79],"spectrum,":[80],"terms":[82],"spectrum":[84,96,124],"sharing":[85,125],"and":[86,115,123],"consensus.":[87],"Goal":[88],"multiuser":[91],"strategy":[92],"reaching":[94],"that":[97],"enhances":[98],"network":[99],"behavior":[101],"without":[102],"any":[103],"contact":[104],"message":[106],"communication.":[107],"Due":[108],"large":[111],"number":[112],"vehicles":[114],"overcome":[117],"problem,":[119],"developed":[121],"consensus":[122],"algorithms":[126],"learning.":[132]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4390189071","counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-02-19T14:01:14.796872","created_date":"2023-12-26"}