{"id":"https://openalex.org/W3128932660","doi":"https://doi.org/10.1109/icoin50884.2021.9333960","title":"Multi-UAV-Assisted MEC System: Joint Association and Resource Management Framework","display_name":"Multi-UAV-Assisted MEC System: Joint Association and Resource Management Framework","publication_year":2021,"publication_date":"2021-01-13","ids":{"openalex":"https://openalex.org/W3128932660","doi":"https://doi.org/10.1109/icoin50884.2021.9333960","mag":"3128932660"},"language":"en","primary_location":{"id":"doi:10.1109/icoin50884.2021.9333960","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icoin50884.2021.9333960","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Information Networking (ICOIN)","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/A5018865961","display_name":"Nway Nway","orcid":null},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Nway Nway Ei","raw_affiliation_strings":["Kyung Hee University, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kyung Hee University, Republic of Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101950991","display_name":"Seok Won Kang","orcid":"https://orcid.org/0009-0006-0469-753X"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seok Won Kang","raw_affiliation_strings":["Kyung Hee University, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kyung Hee University, Republic of Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003185576","display_name":"Madyan Alsenwi","orcid":"https://orcid.org/0000-0002-4965-2507"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Madyan Alsenwi","raw_affiliation_strings":["Kyung Hee University, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kyung Hee University, Republic of Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090437841","display_name":"Yan Kyaw Tun","orcid":"https://orcid.org/0000-0002-8557-0082"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yan Kyaw Tun","raw_affiliation_strings":["Kyung Hee University, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kyung Hee University, Republic of Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034052371","display_name":"Choong Seon Hong","orcid":"https://orcid.org/0000-0003-3484-7333"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Choong Seon Hong","raw_affiliation_strings":["Kyung Hee University, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kyung Hee University, Republic of Korea","institution_ids":["https://openalex.org/I35928602"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5018865961"],"corresponding_institution_ids":["https://openalex.org/I35928602"],"apc_list":null,"apc_paid":null,"fwci":27.3699,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.99206068,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"213","last_page":"218"},"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":0.9767000079154968,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9760000109672546,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.837775707244873},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.7283539175987244},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.6302654147148132},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5925021767616272},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.5889925360679626},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5697076916694641},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5628735423088074},{"id":"https://openalex.org/keywords/coordinate-descent","display_name":"Coordinate descent","score":0.5383883714675903},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.48852670192718506},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.45168596506118774},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.45097818970680237},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.43437764048576355},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.352213978767395},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.22927117347717285},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.18710583448410034},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0871298611164093},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08508998155593872}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.837775707244873},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.7283539175987244},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6302654147148132},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5925021767616272},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.5889925360679626},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5697076916694641},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5628735423088074},{"id":"https://openalex.org/C157553263","wikidata":"https://www.wikidata.org/wiki/Q5168004","display_name":"Coordinate descent","level":2,"score":0.5383883714675903},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.48852670192718506},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.45168596506118774},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.45097818970680237},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.43437764048576355},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.352213978767395},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.22927117347717285},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.18710583448410034},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0871298611164093},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08508998155593872},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icoin50884.2021.9333960","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icoin50884.2021.9333960","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Information Networking (ICOIN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6899999976158142,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1968154520","https://openalex.org/W2528788999","https://openalex.org/W2891123429","https://openalex.org/W2895667242","https://openalex.org/W2903254326","https://openalex.org/W2907086092","https://openalex.org/W2945110882","https://openalex.org/W2949979136","https://openalex.org/W2962684895","https://openalex.org/W2962691117","https://openalex.org/W2962943958","https://openalex.org/W2963523817","https://openalex.org/W2963542767","https://openalex.org/W3002033136","https://openalex.org/W3010571627","https://openalex.org/W3101867439","https://openalex.org/W3111740206","https://openalex.org/W6774656513"],"related_works":["https://openalex.org/W3139051647","https://openalex.org/W2902693277","https://openalex.org/W2923452570","https://openalex.org/W206598027","https://openalex.org/W2978610750","https://openalex.org/W2022931285","https://openalex.org/W1589966275","https://openalex.org/W4281718224","https://openalex.org/W2086872282","https://openalex.org/W2137789903"],"abstract_inverted_index":{"In":[0,31],"this":[1,116],"paper,":[2],"we":[3,118,161,186,212],"study":[4],"an":[5,201],"energy-efficient":[6],"multi-":[7],"UAV-assisted":[8],"multi-access":[9],"edge":[10],"computing":[11,25,51,87,127,148],"(MEC)":[12],"system":[13],"in":[14,115],"which":[15,175,195],"unmanned":[16],"aerial":[17],"vehicles":[18],"(UAVs)":[19],"equipped":[20],"with":[21],"MEC":[22],"servers":[23],"offer":[24],"services":[26],"to":[27,45,48,71,80,90,100,131],"the":[28,33,46,55,76,84,91,101,107,133,143,151,164,189,209,219],"mobile":[29,34,92,137],"devices.":[30],"particular,":[32],"devices":[35,93,138],"offload":[36],"a":[37,120,169,178],"portion":[38],"of":[39,58,78,86,103,109,136],"their":[40],"computationintensive":[41],"and":[42,64,75,106,126,139,146,153,180,226],"delay-sensitive":[43],"tasks":[44],"UAVs":[47,63,140,152],"minimize":[49,132],"local":[50],"energy":[52,60,134,144],"consumption.":[53],"However,":[54],"coupling":[56],"constraints":[57],"limited":[59],"budget":[61,145],"at":[62,150],"task":[65,79,110,124,154],"completion":[66,155],"deadlines":[67],"make":[68],"it":[69],"difficult":[70],"determine":[72],"device":[73,122],"association":[74,225],"amount":[77,85,108],"be":[81],"offloaded.":[82],"Moreover,":[83],"resources":[88,149],"assigned":[89],"by":[94,141,199],"each":[95],"UAV":[96],"might":[97],"vary":[98],"according":[99],"number":[102],"associated":[104],"users":[105],"offloaded":[111],"from":[112],"them.":[113],"Therefore,":[114],"work,":[117],"formulate":[119],"joint":[121],"association,":[123],"assignment":[125],"resource":[128],"allocation":[129],"problem":[130,167,191],"consumption":[135],"considering":[142],"available":[147],"deadline":[156],"constraints.":[157],"To":[158,183],"that":[159,163,214],"end,":[160],"show":[162],"proposed":[165,216],"optimization":[166],"is":[168,176],"mixed-integer":[170],"nonlinear":[171],"programming":[172],"(MINLP)":[173],"problem,":[174],"generally":[177],"nonconvex":[179],"NP-hard":[181],"problem.":[182],"solve":[184],"this,":[185],"first":[187],"decompose":[188],"formulated":[190],"into":[192],"three":[193],"subproblems":[194],"are":[196],"then":[197],"solved":[198],"applying":[200],"iterative":[202],"block":[203],"coordinate":[204],"descent":[205],"(BCD)":[206],"algorithm.":[207],"Through":[208],"extensive":[210],"simulations,":[211],"verify":[213],"our":[215],"algorithm":[217],"outperforms":[218],"other":[220],"benchmark":[221],"schemes,":[222],"namely,":[223],"random":[224],"offloading":[227],"all.":[228]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":3}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}
