{"id":"https://openalex.org/W3115940603","doi":"https://doi.org/10.1109/wcsp49889.2020.9299801","title":"Delay Optimization with FCFS Queuing Model in Mobile Edge Computing-Assisted UAV Swarms: A Game-Theoretic Learning Approach","display_name":"Delay Optimization with FCFS Queuing Model in Mobile Edge Computing-Assisted UAV Swarms: A Game-Theoretic Learning Approach","publication_year":2020,"publication_date":"2020-10-21","ids":{"openalex":"https://openalex.org/W3115940603","doi":"https://doi.org/10.1109/wcsp49889.2020.9299801","mag":"3115940603"},"language":"en","primary_location":{"id":"doi:10.1109/wcsp49889.2020.9299801","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcsp49889.2020.9299801","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Conference on Wireless Communications and Signal Processing (WCSP)","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/A5047787989","display_name":"Runfeng Chen","orcid":"https://orcid.org/0000-0003-1644-192X"},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Runfeng Chen","raw_affiliation_strings":["College of Communications Engineering, Army Engineering University of PLA, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Communications Engineering, Army Engineering University of PLA, Nanjing, China","institution_ids":["https://openalex.org/I4210163363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100360619","display_name":"Cui Li","orcid":"https://orcid.org/0000-0003-0118-7375"},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Cui","raw_affiliation_strings":["College of Communications Engineering, Army Engineering University of PLA, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Communications Engineering, Army Engineering University of PLA, Nanjing, China","institution_ids":["https://openalex.org/I4210163363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101851956","display_name":"Yuli Zhang","orcid":"https://orcid.org/0000-0001-9060-9933"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuli Zhang","raw_affiliation_strings":["National Innovation Institute of Defense Technology, Academy of Military Sciences PLA China, Beijing, China"],"affiliations":[{"raw_affiliation_string":"National Innovation Institute of Defense Technology, Academy of Military Sciences PLA China, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100457175","display_name":"Jin Chen","orcid":"https://orcid.org/0000-0002-7446-8090"},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin Chen","raw_affiliation_strings":["College of Communications Engineering, Army Engineering University of PLA, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Communications Engineering, Army Engineering University of PLA, Nanjing, China","institution_ids":["https://openalex.org/I4210163363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005807178","display_name":"Kailing Yao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kailing Yao","raw_affiliation_strings":["College of Communications Engineering, Army Engineering University of PLA, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Communications Engineering, Army Engineering University of PLA, Nanjing, China","institution_ids":["https://openalex.org/I4210163363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100397516","display_name":"Yang Yang","orcid":"https://orcid.org/0000-0002-1353-0890"},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Yang","raw_affiliation_strings":["College of Communications Engineering, Army Engineering University of PLA, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Communications Engineering, Army Engineering University of PLA, Nanjing, China","institution_ids":["https://openalex.org/I4210163363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062355760","display_name":"Changhua Yao","orcid":"https://orcid.org/0000-0002-0434-8376"},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changhua Yao","raw_affiliation_strings":["College of Communications Engineering, Army Engineering University of PLA, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Communications Engineering, Army Engineering University of PLA, Nanjing, China","institution_ids":["https://openalex.org/I4210163363"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100321755","display_name":"Han Han","orcid":"https://orcid.org/0000-0002-6460-2372"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Han Han","raw_affiliation_strings":["National Innovation Institute of Defense Technology, Academy of Military Sciences PLA China, Beijing, China"],"affiliations":[{"raw_affiliation_string":"National Innovation Institute of Defense Technology, Academy of Military Sciences PLA China, Beijing, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5047787989"],"corresponding_institution_ids":["https://openalex.org/I4210163363"],"apc_list":null,"apc_paid":null,"fwci":2.071,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.88304211,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"245","last_page":"250"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.9993000030517578,"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":0.9993000030517578,"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":0.9955999851226807,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.983299970626831,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.8270374536514282},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.805378794670105},{"id":"https://openalex.org/keywords/nash-equilibrium","display_name":"Nash equilibrium","score":0.6045920252799988},{"id":"https://openalex.org/keywords/queueing-theory","display_name":"Queueing theory","score":0.5987306237220764},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5768125057220459},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5374636650085449},{"id":"https://openalex.org/keywords/potential-game","display_name":"Potential game","score":0.5326554179191589},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.51146399974823},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.48374128341674805},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.4476991593837738},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4280872344970703},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4178035259246826},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.4159850478172302},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.26696640253067017},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.16000643372535706},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1432095766067505}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8270374536514282},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.805378794670105},{"id":"https://openalex.org/C46814582","wikidata":"https://www.wikidata.org/wiki/Q23389","display_name":"Nash equilibrium","level":2,"score":0.6045920252799988},{"id":"https://openalex.org/C22684755","wikidata":"https://www.wikidata.org/wiki/Q847526","display_name":"Queueing theory","level":2,"score":0.5987306237220764},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5768125057220459},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5374636650085449},{"id":"https://openalex.org/C2778079155","wikidata":"https://www.wikidata.org/wiki/Q288500","display_name":"Potential game","level":3,"score":0.5326554179191589},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.51146399974823},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.48374128341674805},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.4476991593837738},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4280872344970703},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4178035259246826},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.4159850478172302},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.26696640253067017},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.16000643372535706},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1432095766067505},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wcsp49889.2020.9299801","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcsp49889.2020.9299801","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Conference on Wireless Communications and Signal Processing (WCSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2038127484","https://openalex.org/W2099307604","https://openalex.org/W2195423816","https://openalex.org/W2268751503","https://openalex.org/W2342656438","https://openalex.org/W2397723600","https://openalex.org/W2529409062","https://openalex.org/W2624989916","https://openalex.org/W2896593054","https://openalex.org/W2896835129","https://openalex.org/W2899183567","https://openalex.org/W2920401188","https://openalex.org/W2973289967","https://openalex.org/W2982501062","https://openalex.org/W2999225051","https://openalex.org/W3004323618","https://openalex.org/W3009963213","https://openalex.org/W3015768430","https://openalex.org/W3034825911"],"related_works":["https://openalex.org/W4361251304","https://openalex.org/W3024547383","https://openalex.org/W4210813012","https://openalex.org/W3174690704","https://openalex.org/W2968424451","https://openalex.org/W4221092438","https://openalex.org/W4385335479","https://openalex.org/W2905685817","https://openalex.org/W2730940305","https://openalex.org/W4207020266"],"abstract_inverted_index":{"With":[0],"the":[1,32,40,53,61,69,95,108,129,144,148,152,162,168],"advantages":[2],"of":[3,24,35,42,45,151,170],"flexibility,":[4],"diversity":[5],"and":[6,64,116,161],"intelligence,":[7],"unmanned":[8],"aerial":[9],"vehicle":[10],"(UAV)":[11],"networks":[12],"have":[13,86],"been":[14],"widely":[15],"used":[16],"in":[17,48,79],"executing":[18],"missions,":[19],"which":[20,82],"can":[21,166],"take":[22],"advantage":[23],"mobile":[25],"edge":[26],"computing":[27,92],"(MEC)":[28],"technology":[29],"to":[30,85],"shorten":[31],"completion":[33],"time":[34],"tasks.":[36],"This":[37],"paper":[38],"investigates":[39],"minimization":[41],"total":[43],"delay":[44,169],"all":[46],"members":[47,59],"MEC-assisted":[49],"UAV":[50],"swarms.":[51],"Firstly,":[52],"offloading":[54,62,102,133],"model":[55],"is":[56,77,83,98,105,110,141,155],"proposed,":[57],"where":[58],"adjust":[60],"ratio":[63],"transmission":[65],"channels":[66],"jointly.":[67],"And":[68],"First":[70,72],"Come":[71],"Served":[73],"(FCFS)":[74],"Queuing":[75],"Model":[76],"introduced":[78],"remote":[80],"computing,":[81],"proved":[84,106],"a":[87,131],"better":[88],"performance":[89],"than":[90,158],"averaging":[91],"resource.":[93],"Secondly,":[94],"optimization":[96,164],"problem":[97],"formulated":[99],"as":[100],"an":[101,111],"game.":[103],"It":[104],"that":[107,147],"game":[109,114],"exact":[112],"potential":[113],"(EPG)":[115],"it":[117],"has":[118],"at":[119],"least":[120],"one":[121],"pure":[122],"strategy":[123],"Nash":[124],"Equilibrium":[125],"(NE).":[126],"To":[127],"solve":[128],"NE,":[130],"distributed":[132],"algorithm":[134,154],"based":[135],"on":[136],"concurrent":[137],"best":[138],"response":[139],"(CBR)":[140],"designed.":[142],"Finally,":[143],"simulations":[145],"show":[146],"convergence":[149],"speed":[150],"proposed":[153,163],"much":[156],"faster":[157],"traditional":[159],"BR":[160],"method":[165],"reduce":[167],"missions":[171],"effectively.":[172]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}