{"id":"https://openalex.org/W4385453016","doi":"https://doi.org/10.1109/jiot.2023.3300011","title":"Enhancing AIoT Device Association With Task Offloading in Aerial MEC Networks","display_name":"Enhancing AIoT Device Association With Task Offloading in Aerial MEC Networks","publication_year":2023,"publication_date":"2023-08-01","ids":{"openalex":"https://openalex.org/W4385453016","doi":"https://doi.org/10.1109/jiot.2023.3300011"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2023.3300011","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2023.3300011","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/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":["School of Electronic and Information Engineering and the Key Laboratory of Advanced Technology of Near Space Information System, Ministry of Industry and Information Technology of China, Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-8863-9535","affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering and the Key Laboratory of Advanced Technology of 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"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070350910","display_name":"Peng Yang","orcid":"https://orcid.org/0000-0001-9088-7589"},"institutions":[{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]},{"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":"Peng Yang","raw_affiliation_strings":["School of Electronic and Information Engineering and the Key Laboratory of Advanced Technology of Near Space Information System, Ministry of Industry and Information Technology of China, Beihang University, Beijing, China","Department of Mathematics and Theories, Peng Cheng Laboratory, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-9088-7589","affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering and the Key Laboratory of Advanced Technology of 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":"Department of Mathematics and Theories, Peng Cheng Laboratory, Shenzhen, China","institution_ids":["https://openalex.org/I4210136793"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079287408","display_name":"Siqiao Ren","orcid":"https://orcid.org/0000-0002-0376-6496"},"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":"Siqiao Ren","raw_affiliation_strings":["School of Electronic and Information Engineering and the Key Laboratory of Advanced Technology of Near Space Information System, Ministry of Industry and Information Technology of China, Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-0376-6496","affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering and the Key Laboratory of Advanced Technology of 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"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078322039","display_name":"Zhongliang Zhao","orcid":"https://orcid.org/0000-0002-0979-9272"},"institutions":[{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]},{"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":"Zhongliang Zhao","raw_affiliation_strings":["School of Electronic and Information Engineering and the Key Laboratory of Advanced Technology of Near Space Information System, Ministry of Industry and Information Technology of China, Beihang University, Beijing, China","Department of Mathematics and Theories, Peng Cheng Laboratory, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-0979-9272","affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering and the Key Laboratory of Advanced Technology of 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":"Department of Mathematics and Theories, Peng Cheng Laboratory, Shenzhen, China","institution_ids":["https://openalex.org/I4210136793"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038809760","display_name":"Xianbin Cao","orcid":"https://orcid.org/0000-0002-5042-7884"},"institutions":[{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]},{"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":["School of Electronic and Information Engineering and the Key Laboratory of Advanced Technology of Near Space Information System, Ministry of Industry and Information Technology of China, Beihang University, Beijing, China","Department of Mathematics and Theories, Peng Cheng Laboratory, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-5042-7884","affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering and the Key Laboratory of Advanced Technology of 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":"Department of Mathematics and Theories, Peng Cheng Laboratory, Shenzhen, China","institution_ids":["https://openalex.org/I4210136793"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001469325","display_name":"Dapeng Wu","orcid":"https://orcid.org/0000-0003-1755-0183"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Dapeng Wu","raw_affiliation_strings":["Department of Computer Science, City University of Hong Kong, Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0003-1755-0183","affiliations":[{"raw_affiliation_string":"Department of Computer Science, City University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":23.3704,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.99308382,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"11","issue":"1","first_page":"174","last_page":"187"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9912999868392944,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9818999767303467,"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":0.8630852699279785},{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.6306389570236206},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.4952835142612457},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.4707798361778259},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.46771636605262756},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.45754098892211914},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4212753474712372},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.41693946719169617},{"id":"https://openalex.org/keywords/queue","display_name":"Queue","score":0.41304171085357666},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4112277030944824},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.27021461725234985}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8630852699279785},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.6306389570236206},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.4952835142612457},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.4707798361778259},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.46771636605262756},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.45754098892211914},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4212753474712372},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.41693946719169617},{"id":"https://openalex.org/C160403385","wikidata":"https://www.wikidata.org/wiki/Q220543","display_name":"Queue","level":2,"score":0.41304171085357666},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4112277030944824},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.27021461725234985},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2023.3300011","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2023.3300011","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1095417376","display_name":null,"funder_award_id":"2021YFB3901500","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G336257773","display_name":null,"funder_award_id":"61827901","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W2507748565","https://openalex.org/W2585277580","https://openalex.org/W2593512231","https://openalex.org/W2944050366","https://openalex.org/W2944140820","https://openalex.org/W2963061782","https://openalex.org/W2964023906","https://openalex.org/W2974081242","https://openalex.org/W2982035226","https://openalex.org/W2990115337","https://openalex.org/W3002033136","https://openalex.org/W3046167165","https://openalex.org/W3048486781","https://openalex.org/W3069042888","https://openalex.org/W3082971968","https://openalex.org/W3083729781","https://openalex.org/W3089190064","https://openalex.org/W3090573937","https://openalex.org/W3095765138","https://openalex.org/W3103828530","https://openalex.org/W3109191468","https://openalex.org/W3112601604","https://openalex.org/W3115093585","https://openalex.org/W3140381130","https://openalex.org/W3141095218","https://openalex.org/W3195241811","https://openalex.org/W3198247306","https://openalex.org/W3207047616","https://openalex.org/W3207745675","https://openalex.org/W3208950922","https://openalex.org/W3216768220","https://openalex.org/W4210489946","https://openalex.org/W4210498147","https://openalex.org/W4211130498","https://openalex.org/W4220984320","https://openalex.org/W4234164241","https://openalex.org/W4285204103","https://openalex.org/W4285250327","https://openalex.org/W4289792403","https://openalex.org/W4292826034","https://openalex.org/W4312364853","https://openalex.org/W4312572841","https://openalex.org/W4312943725","https://openalex.org/W6733081455"],"related_works":["https://openalex.org/W2152099439","https://openalex.org/W2062470290","https://openalex.org/W1984163603","https://openalex.org/W2500106866","https://openalex.org/W3130422087","https://openalex.org/W3004195166","https://openalex.org/W2126310295","https://openalex.org/W1563139915","https://openalex.org/W4288413100","https://openalex.org/W2124130287"],"abstract_inverted_index":{"Unmanned":[0],"aerial":[1,55],"vehicles":[2],"(UAVs)":[3],"have":[4],"emerged":[5],"as":[6,28,150],"a":[7,47,62,136,151,162,171],"promising":[8],"solution":[9],"for":[10,158],"enhancing":[11],"mobile-edge":[12],"computing":[13],"(MEC)":[14],"networks.":[15],"However,":[16],"the":[17,29,41,65,79,110,116,127,145,181,189,192,210],"integration":[18],"of":[19,31,43,68,70,81,86,115,184,191,197],"UAVs":[20],"into":[21],"MEC":[22,49,211],"networks":[23],"poses":[24],"unique":[25],"challenges,":[26],"such":[27],"presence":[30],"dynamic":[32],"devices":[33],"and":[34,54,91,104,112,131,139,203],"complex":[35],"resource":[36],"allocation.":[37],"This":[38],"research":[39],"investigates":[40],"problem":[42,147],"task":[44,88,164],"offloading":[45,102,146,165],"in":[46,84,95,195,199,207],"distributed":[48],"network":[50],"with":[51,155],"multiple":[52],"ground":[53],"base":[56,59],"stations":[57,132],"(UAV":[58],"stations).":[60],"With":[61],"focus":[63],"on":[64],"cost-sensitive":[66],"nature":[67,114],"Internet":[69],"Things":[71],"Devices":[72],"(IoTDs),":[73],"our":[74],"objective":[75],"is":[76,133,148],"to":[77,179,215],"maximize":[78],"Quality":[80],"Experience":[82],"(QoE)":[83],"terms":[85,196],"average":[87,200],"response":[89,201],"time":[90],"cache":[92,204],"queue":[93,205],"length":[94,206],"IoTDs":[96,130,208],"by":[97],"jointly":[98],"optimizing":[99],"device":[100],"association,":[101],"decision,":[103],"UAV":[105],"trajectory":[106,182],"planning.":[107],"To":[108],"address":[109],"combinatorial":[111],"nonconvex":[113],"problem,":[117],"we":[118,160,169],"propose":[119],"an":[120],"artificial":[121],"intelligence":[122],"(AI)-based":[123],"optimization":[124],"scheme.":[125],"First,":[126],"association":[128],"between":[129],"determined":[134],"using":[135],"recursive":[137],"selection":[138],"replacement":[140],"transmission-rate-based":[141],"(RSRT)":[142],"algorithm.":[143,167],"Subsequently,":[144],"formulated":[149],"0-1":[152],"Backpack":[153],"Problem":[154],"variable":[156],"value,":[157],"which":[159],"present":[161],"backtracking":[163],"(BTO)":[166],"Additionally,":[168],"employ":[170],"multiagent":[172],"deep":[173],"deterministic":[174],"policy":[175],"gradient":[176],"(MADDPG)":[177],"approach":[178],"determine":[180],"planning":[183],"UAVs.":[185],"Numerical":[186],"results":[187],"demonstrate":[188],"effectiveness":[190],"proposed":[193],"scheme":[194],"reduction":[198],"time,":[202],"within":[209],"system":[212],"when":[213],"compared":[214],"benchmark":[216],"schemes.":[217]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
