{"id":"https://openalex.org/W4392158109","doi":"https://doi.org/10.1109/globecom54140.2023.10436877","title":"MATD3-Based Joint User Association and Resource Allocation in UAV Networks","display_name":"MATD3-Based Joint User Association and Resource Allocation in UAV Networks","publication_year":2023,"publication_date":"2023-12-04","ids":{"openalex":"https://openalex.org/W4392158109","doi":"https://doi.org/10.1109/globecom54140.2023.10436877"},"language":"en","primary_location":{"id":"doi:10.1109/globecom54140.2023.10436877","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom54140.2023.10436877","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2023 - 2023 IEEE Global Communications Conference","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/A5101813395","display_name":"Hualei Zhang","orcid":"https://orcid.org/0000-0002-0465-9764"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hualei Zhang","raw_affiliation_strings":["Tsinghua University,Department of Electronic Engineering,Beijing,China,100084"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University,Department of Electronic Engineering,Beijing,China,100084","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033168204","display_name":"Jun Du","orcid":"https://orcid.org/0000-0002-5213-8808"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Du","raw_affiliation_strings":["Tsinghua University,Department of Electronic Engineering,Beijing,China,100084"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University,Department of Electronic Engineering,Beijing,China,100084","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005072193","display_name":"Chunxiao Jiang","orcid":"https://orcid.org/0000-0002-3703-121X"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunxiao Jiang","raw_affiliation_strings":["Tsinghua University,Beijing National Research Center for Information Science and Technology,Beijing,China,100084"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University,Beijing National Research Center for Information Science and Technology,Beijing,China,100084","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020401825","display_name":"Aymen Fakhreddine","orcid":"https://orcid.org/0000-0003-4339-8103"},"institutions":[{"id":"https://openalex.org/I4210087059","display_name":"Technology Innovation Institute","ror":"https://ror.org/001kv2y39","country_code":"AE","type":"facility","lineage":["https://openalex.org/I4210087059"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Aymen Fakhreddine","raw_affiliation_strings":["Technology Innovation Institute,Abu Dhabi,United Arab Emirates","Technology Innovation Institute, Abu Dhabi, United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technology Innovation Institute,Abu Dhabi,United Arab Emirates","institution_ids":["https://openalex.org/I4210087059"]},{"raw_affiliation_string":"Technology Innovation Institute, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I4210087059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114130267","display_name":"Ahmed Alhammadi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210087059","display_name":"Technology Innovation Institute","ror":"https://ror.org/001kv2y39","country_code":"AE","type":"facility","lineage":["https://openalex.org/I4210087059"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Ahmed Alhammadi","raw_affiliation_strings":["Technology Innovation Institute,Abu Dhabi,United Arab Emirates","Technology Innovation Institute, Abu Dhabi, United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technology Innovation Institute,Abu Dhabi,United Arab Emirates","institution_ids":["https://openalex.org/I4210087059"]},{"raw_affiliation_string":"Technology Innovation Institute, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I4210087059"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100379884","display_name":"Jintao Wang","orcid":"https://orcid.org/0000-0002-5245-5379"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jintao Wang","raw_affiliation_strings":["Tsinghua University,Department of Electronic Engineering,Beijing,China,100084"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University,Department of Electronic Engineering,Beijing,China,100084","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":10.1534,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.97570109,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"6892","last_page":"6897"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T11133","display_name":"UAV Applications and Optimization","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9969000220298767,"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/computer-science","display_name":"Computer science","score":0.7398890256881714},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.6680809259414673},{"id":"https://openalex.org/keywords/association","display_name":"Association (psychology)","score":0.6541211605072021},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.6098716259002686},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.5349467992782593},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4321712851524353},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.42307204008102417},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12109804153442383}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7398890256881714},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.6680809259414673},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.6541211605072021},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.6098716259002686},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.5349467992782593},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4321712851524353},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.42307204008102417},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12109804153442383},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/globecom54140.2023.10436877","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom54140.2023.10436877","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2023 - 2023 IEEE Global Communications Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8603200482","display_name":null,"funder_award_id":"2020QNRC001","funder_id":"https://openalex.org/F4320311778","funder_display_name":"China Association for Science and Technology"},{"id":"https://openalex.org/G8846177084","display_name":null,"funder_award_id":"61971257","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320311778","display_name":"China Association for Science and Technology","ror":"https://ror.org/035vmht26"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2323553262","https://openalex.org/W2886180905","https://openalex.org/W2978148161","https://openalex.org/W3005478472","https://openalex.org/W3089283090","https://openalex.org/W3195088590","https://openalex.org/W3204496228","https://openalex.org/W4214866088","https://openalex.org/W4285250327","https://openalex.org/W4312264399","https://openalex.org/W4315606046","https://openalex.org/W4320005495"],"related_works":["https://openalex.org/W2923452570","https://openalex.org/W206598027","https://openalex.org/W2978610750","https://openalex.org/W2022931285","https://openalex.org/W1589966275","https://openalex.org/W2086872282","https://openalex.org/W2137789903","https://openalex.org/W2138781885","https://openalex.org/W2153007255","https://openalex.org/W2362797233"],"abstract_inverted_index":{"In":[0,57],"recent":[1],"years,":[2],"mobile":[3],"edge":[4],"computing":[5,146],"(MEC)":[6],"has":[7],"been":[8],"proposed":[9,204],"as":[10,53],"a":[11,54,59,84,160,173,192,208,214],"promising":[12],"technique":[13],"to":[14,32,126,188],"alleviate":[15],"the":[16,62,66,111,128,133,140,152,169,203],"challenges":[17],"faced":[18],"by":[19,106,137],"delay":[20,130,216],"and":[21,28,76,94,110,131,145,171],"computation-intensive":[22],"applications.":[23],"However,":[24],"users":[25,92,96],"in":[26,73,98],"remote":[27],"mountainous":[29],"areas":[30,64],"continue":[31],"face":[33],"difficulties":[34],"obtaining":[35],"reliable":[36],"computation":[37],"services.":[38],"To":[39,78,150],"overcome":[40],"this":[41,80,99,123],"obstacle,":[42],"unmanned":[43],"aerial":[44,91],"vehicles":[45],"(UAVs)":[46],"equipped":[47],"with":[48,196,213,218],"MEC":[49,87],"servers":[50],"have":[51],"emerged":[52],"popular":[55],"solution.":[56],"such":[58],"multi-UAV":[60],"network,":[61],"coverage":[63],"of":[65,113,122,163],"UAVs":[67,114],"might":[68],"overlap,":[69],"which":[70],"would":[71],"result":[72],"resource":[74,147],"wastage":[75],"interference.":[77],"address":[79,151],"issue,":[81],"we":[82,158],"investigate":[83],"collaborative":[85],"UAV-assisted":[86],"system":[88,170],"for":[89,168,184],"both":[90],"(AUs)":[93],"ground":[95],"(GUs)":[97],"work.":[100],"Specifically,":[101],"each":[102,185],"user":[103],"is":[104,125],"covered":[105],"multiple":[107],"UAV":[108,141,186],"servers,":[109],"resources":[112],"are":[115],"dynamic":[116],"over":[117],"time.":[118],"The":[119],"main":[120],"objective":[121],"work":[124],"reduce":[127],"average":[129],"improve":[132],"service":[134,211],"success":[135,210],"rate":[136,212],"jointly":[138],"designing":[139],"server-user":[142],"association,":[143],"bandwidth,":[144],"allocation":[148],"strategy.":[149],"non-convex":[153],"optimization":[154],"problem":[155],"mentioned":[156],"above,":[157],"formulate":[159],"multi-agent":[161],"extension":[162],"Markov":[164],"decision":[165],"processes":[166],"(MDPs)":[167],"design":[172],"cooperative":[174],"Multi-Agent":[175],"Twin":[176],"Delayed":[177],"Deep":[178],"Deterministic":[179],"Policy":[180],"Gradient":[181],"(MATD3)":[182],"approach":[183,195,205],"server":[187],"make":[189],"decisions":[190],"using":[191],"centralized":[193],"training":[194],"distributed":[197],"execution.":[198],"Simulation":[199],"results":[200],"validate":[201],"that":[202],"can":[206],"achieve":[207],"superior":[209],"lower":[215],"compared":[217],"baselines.":[219]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":5}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
