{"id":"https://openalex.org/W3169633141","doi":"https://doi.org/10.1109/jsac.2021.3088624","title":"Proactive UAV Network Slicing for URLLC and Mobile Broadband Service Multiplexing","display_name":"Proactive UAV Network Slicing for URLLC and Mobile Broadband Service Multiplexing","publication_year":2021,"publication_date":"2021-06-14","ids":{"openalex":"https://openalex.org/W3169633141","doi":"https://doi.org/10.1109/jsac.2021.3088624","mag":"3169633141"},"language":"en","primary_location":{"id":"doi:10.1109/jsac.2021.3088624","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2021.3088624","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"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 Journal on Selected Areas in Communications","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/A5070350910","display_name":"Peng Yang","orcid":"https://orcid.org/0000-0001-9088-7589"},"institutions":[{"id":"https://openalex.org/I152815399","display_name":"Singapore University of Technology and Design","ror":"https://ror.org/05j6fvn87","country_code":"SG","type":"education","lineage":["https://openalex.org/I152815399"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Peng Yang","raw_affiliation_strings":["Information Systems Technology and Design, Singapore University of Technology and Design, Singapore"],"raw_orcid":"https://orcid.org/0000-0001-9088-7589","affiliations":[{"raw_affiliation_string":"Information Systems Technology and Design, Singapore University of Technology and Design, Singapore","institution_ids":["https://openalex.org/I152815399"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027725869","display_name":"Xing Xi","orcid":"https://orcid.org/0000-0003-0363-6656"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]},{"id":"https://openalex.org/I890469752","display_name":"Ministry of Industry and Information Technology","ror":"https://ror.org/0385nmy68","country_code":"CN","type":"government","lineage":["https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xing Xi","raw_affiliation_strings":["Key Laboratory of Advanced Technology, Near Space Information System, Ministry of Industry and Information Technology of China, Beihang University, Beijing, China","School of Electronic and Information Engineering, Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-0363-6656","affiliations":[{"raw_affiliation_string":"Key Laboratory of Advanced Technology, Near Space Information System, Ministry of Industry and Information Technology of China, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672","https://openalex.org/I890469752"]},{"raw_affiliation_string":"School of Electronic and Information Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100765133","display_name":"Kun Guo","orcid":"https://orcid.org/0000-0003-1251-3578"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kun Guo","raw_affiliation_strings":["School of Communication and Electronic Engineering, East China Normal University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-1251-3578","affiliations":[{"raw_affiliation_string":"School of Communication and Electronic Engineering, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030858163","display_name":"Tony Q. S. Quek","orcid":"https://orcid.org/0000-0002-4037-3149"},"institutions":[{"id":"https://openalex.org/I152815399","display_name":"Singapore University of Technology and Design","ror":"https://ror.org/05j6fvn87","country_code":"SG","type":"education","lineage":["https://openalex.org/I152815399"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Tony Q. S. Quek","raw_affiliation_strings":["Information Systems Technology and Design, Singapore University of Technology and Design, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-4037-3149","affiliations":[{"raw_affiliation_string":"Information Systems Technology and Design, Singapore University of Technology and Design, Singapore","institution_ids":["https://openalex.org/I152815399"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068024444","display_name":"Jingxuan Chen","orcid":"https://orcid.org/0000-0001-8863-9535"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]},{"id":"https://openalex.org/I890469752","display_name":"Ministry of Industry and Information Technology","ror":"https://ror.org/0385nmy68","country_code":"CN","type":"government","lineage":["https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingxuan Chen","raw_affiliation_strings":["Key Laboratory of Advanced Technology, Near Space Information System, Ministry of Industry and Information Technology of China, Beihang University, Beijing, China","School of Electronic and Information Engineering, Beihang University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Advanced Technology, Near Space Information System, Ministry of Industry and Information Technology of China, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672","https://openalex.org/I890469752"]},{"raw_affiliation_string":"School of Electronic and Information Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038809760","display_name":"Xianbin Cao","orcid":"https://orcid.org/0000-0002-5042-7884"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]},{"id":"https://openalex.org/I890469752","display_name":"Ministry of Industry and Information Technology","ror":"https://ror.org/0385nmy68","country_code":"CN","type":"government","lineage":["https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianbin Cao","raw_affiliation_strings":["Key Laboratory of Advanced Technology, Near Space Information System, Ministry of Industry and Information Technology of China, Beihang University, Beijing, China","School of Electronic and Information Engineering, Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-5042-7884","affiliations":[{"raw_affiliation_string":"Key Laboratory of Advanced Technology, Near Space Information System, Ministry of Industry and Information Technology of China, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672","https://openalex.org/I890469752"]},{"raw_affiliation_string":"School of Electronic and Information Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":53.8086,"has_fulltext":false,"cited_by_count":70,"citation_normalized_percentile":{"value":0.99756114,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"39","issue":"10","first_page":"3225","last_page":"3244"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":1.0,"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":1.0,"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/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9983000159263611,"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/T10246","display_name":"Mobile Ad Hoc Networks","score":0.9965000152587891,"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":0.8602246046066284},{"id":"https://openalex.org/keywords/slicing","display_name":"Slicing","score":0.7899145483970642},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5898547768592834},{"id":"https://openalex.org/keywords/multiplexing","display_name":"Multiplexing","score":0.5849478840827942},{"id":"https://openalex.org/keywords/broadband-networks","display_name":"Broadband networks","score":0.5838550925254822},{"id":"https://openalex.org/keywords/broadband","display_name":"Broadband","score":0.5308889746665955},{"id":"https://openalex.org/keywords/mobile-broadband","display_name":"Mobile broadband","score":0.5088779926300049},{"id":"https://openalex.org/keywords/mobile-telephony","display_name":"Mobile telephony","score":0.4568087160587311},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.44912293553352356},{"id":"https://openalex.org/keywords/mobile-radio","display_name":"Mobile radio","score":0.2555674910545349},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.10773897171020508},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.09407183527946472}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8602246046066284},{"id":"https://openalex.org/C2776190703","wikidata":"https://www.wikidata.org/wiki/Q488148","display_name":"Slicing","level":2,"score":0.7899145483970642},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5898547768592834},{"id":"https://openalex.org/C19275194","wikidata":"https://www.wikidata.org/wiki/Q222903","display_name":"Multiplexing","level":2,"score":0.5849478840827942},{"id":"https://openalex.org/C125599584","wikidata":"https://www.wikidata.org/wiki/Q15057100","display_name":"Broadband networks","level":3,"score":0.5838550925254822},{"id":"https://openalex.org/C509933004","wikidata":"https://www.wikidata.org/wiki/Q194163","display_name":"Broadband","level":2,"score":0.5308889746665955},{"id":"https://openalex.org/C78834623","wikidata":"https://www.wikidata.org/wiki/Q640394","display_name":"Mobile broadband","level":3,"score":0.5088779926300049},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.4568087160587311},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.44912293553352356},{"id":"https://openalex.org/C2781307350","wikidata":"https://www.wikidata.org/wiki/Q6887221","display_name":"Mobile radio","level":2,"score":0.2555674910545349},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.10773897171020508},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.09407183527946472}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jsac.2021.3088624","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2021.3088624","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"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 Journal on Selected Areas in Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320709","display_name":"National Research Foundation Singapore","ror":"https://ror.org/03cpyc314"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W1509805685","https://openalex.org/W1522301498","https://openalex.org/W1533861849","https://openalex.org/W1544900599","https://openalex.org/W2024013565","https://openalex.org/W2031834036","https://openalex.org/W2045465809","https://openalex.org/W2133773164","https://openalex.org/W2145339207","https://openalex.org/W2164278908","https://openalex.org/W2295566694","https://openalex.org/W2296319761","https://openalex.org/W2327622231","https://openalex.org/W2528788999","https://openalex.org/W2575962105","https://openalex.org/W2605961225","https://openalex.org/W2612291478","https://openalex.org/W2727717795","https://openalex.org/W2885423658","https://openalex.org/W2887592610","https://openalex.org/W2896231229","https://openalex.org/W2900655085","https://openalex.org/W2908717548","https://openalex.org/W2918791867","https://openalex.org/W2943308446","https://openalex.org/W2955264454","https://openalex.org/W2961400821","https://openalex.org/W2962853966","https://openalex.org/W2964023906","https://openalex.org/W2964121744","https://openalex.org/W2964200625","https://openalex.org/W2983908431","https://openalex.org/W3003169134","https://openalex.org/W3008402949","https://openalex.org/W3013864432","https://openalex.org/W3036777553","https://openalex.org/W3038454252","https://openalex.org/W3040668711","https://openalex.org/W3043203274","https://openalex.org/W3046982562","https://openalex.org/W3051352583","https://openalex.org/W3085145549","https://openalex.org/W3088394253","https://openalex.org/W3090167083","https://openalex.org/W3094426415","https://openalex.org/W3106336781","https://openalex.org/W3114285540","https://openalex.org/W3116767353","https://openalex.org/W3123256122","https://openalex.org/W3132105662","https://openalex.org/W4213316265","https://openalex.org/W4292363360","https://openalex.org/W6631190155","https://openalex.org/W6631943919","https://openalex.org/W6731856470","https://openalex.org/W6774921820","https://openalex.org/W6776011806","https://openalex.org/W6784616251"],"related_works":["https://openalex.org/W4283642719","https://openalex.org/W2116060952","https://openalex.org/W2944261693","https://openalex.org/W2256220590","https://openalex.org/W2545970329","https://openalex.org/W4229885605","https://openalex.org/W1621102786","https://openalex.org/W2066171012","https://openalex.org/W4237601732","https://openalex.org/W2790875472"],"abstract_inverted_index":{"The":[0],"unmanned":[1],"aerial":[2],"vehicle":[3],"(UAV)":[4],"network":[5,42,47,84],"that":[6,206],"is":[7,20,54,118,186,264],"convinced":[8],"as":[9,87,279,281],"a":[10,39,88,155,168,227,241,259],"significant":[11],"component":[12],"of":[13,26,36,52,108,133,137,222,243,275,284],"5G":[14],"and":[15,105,111,130,140,142,162],"emerging":[16],"6G":[17],"wireless":[18],"networks":[19,72,204],"desired":[21],"to":[22,32,92,120,126,172,188,235,266],"accommodate":[23],"multiple":[24],"types":[25,35],"service":[27,53],"requirements":[28,107],"simultaneously.":[29],"However,":[30],"how":[31],"converge":[33],"different":[34],"services":[37,97],"onto":[38],"common":[40],"UAV":[41,66,71,83,109,185],"without":[43],"deploying":[44],"an":[45,253],"individual":[46],"solution":[48,157],"for":[49,74,98],"each":[50,184,213],"type":[51],"challenging.":[55],"We":[56],"tackle":[57],"this":[58,61,78],"challenge":[59],"in":[60,147],"paper":[62],"through":[63],"slicing":[64,85],"the":[65,82,127,131,218,223,237,249,273,276,282,285],"network,":[67],"i.e.,":[68],"creating":[69],"logical":[70],"customized":[73],"specific":[75],"requirements.":[76],"To":[77,149,194,215],"end,":[79],"we":[80,153,166,200,225],"formulate":[81],"problem":[86,91,239],"sequential":[89],"decision":[90],"provide":[93],"mobile":[94,100,138,174],"broadband":[95],"(MBB)":[96],"ground":[99],"users":[101,139],"while":[102],"satisfying":[103],"ultra-reliable":[104],"low-latency":[106],"control":[110],"non-payload":[112],"signal":[113,210],"delivery.":[114],"This":[115],"problem,":[116,224],"however,":[117],"difficult":[119],"be":[121],"directly":[122],"solved":[123],"mainly":[124],"due":[125],"sequence-dependent":[128,220],"characteristic":[129,221],"lack":[132],"accurate":[134,141,196],"location":[135,180,191],"information":[136,181],"tractable":[143],"channel":[144,197],"gain":[145,198],"models":[146],"practice.":[148],"overcome":[150],"these":[151,268],"difficulties,":[152],"propose":[154],"novel":[156],"approach":[158],"based":[159,247],"on":[160,183,248],"learning":[161,170,277],"optimization":[163,229,245,255,287],"methods.":[164],"Particularly,":[165],"develop":[167,226],"distributed":[169],"method":[171],"predict":[173],"users\u2019":[175],"locations,":[176],"where":[177],"partial":[178],"user":[179,190],"stored":[182],"utilized":[187],"train":[189],"prediction":[192],"networks.":[193],"achieve":[195],"models,":[199],"design":[201],"deep":[202],"neural":[203],"(DNNs)":[205],"are":[207],"trained":[208],"by":[209],"measurements":[211],"at":[212],"UAV.":[214],"cope":[216],"with":[217,231,258],"challenging":[219],"Lyapunov-based":[228,286],"framework":[230],"provable":[232],"performance":[233],"guarantees":[234],"decompose":[236],"original":[238],"into":[240],"sequence":[242],"separate":[244],"subproblems":[246],"learned":[250],"results.":[251],"Finally,":[252],"iterative":[254],"scheme":[256],"joint":[257],"successive":[260],"convex":[261],"approximation":[262],"technique":[263],"exploited":[265],"solve":[267],"subproblems.":[269],"Simulation":[270],"results":[271],"demonstrate":[272],"accuracy":[274],"methods":[278],"well":[280],"effectiveness":[283],"framework.":[288]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":17},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":6}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}