{"id":"https://openalex.org/W3009417894","doi":"https://doi.org/10.1109/globecom38437.2019.9013938","title":"UAV-Based Ubiquitous Network Access: A Game Theoretic Analysis","display_name":"UAV-Based Ubiquitous Network Access: A Game Theoretic Analysis","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W3009417894","doi":"https://doi.org/10.1109/globecom38437.2019.9013938","mag":"3009417894"},"language":"en","primary_location":{"id":"doi:10.1109/globecom38437.2019.9013938","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom38437.2019.9013938","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Global Communications Conference (GLOBECOM)","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/A5048048913","display_name":"Hamid Garmani","orcid":"https://orcid.org/0000-0002-7294-6722"},"institutions":[{"id":"https://openalex.org/I4210119856","display_name":"Universit\u00e9 Sultan Moulay Slimane","ror":"https://ror.org/02m8tb249","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210119856"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Hamid Garmani","raw_affiliation_strings":["Faculty of Sciences and Technics, University of Sultan Moulay Slimane, Beni Mellal, Morocco"],"affiliations":[{"raw_affiliation_string":"Faculty of Sciences and Technics, University of Sultan Moulay Slimane, Beni Mellal, Morocco","institution_ids":["https://openalex.org/I4210119856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055642737","display_name":"Driss Ait Omar","orcid":"https://orcid.org/0000-0002-4096-8273"},"institutions":[{"id":"https://openalex.org/I4210119856","display_name":"Universit\u00e9 Sultan Moulay Slimane","ror":"https://ror.org/02m8tb249","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210119856"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Driss Ait Omar","raw_affiliation_strings":["Faculty of Sciences and Technics, University of Sultan Moulay Slimane, Beni Mellal, Morocco"],"affiliations":[{"raw_affiliation_string":"Faculty of Sciences and Technics, University of Sultan Moulay Slimane, Beni Mellal, Morocco","institution_ids":["https://openalex.org/I4210119856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088714836","display_name":"Mohamed Baslam","orcid":"https://orcid.org/0000-0003-4819-533X"},"institutions":[{"id":"https://openalex.org/I4210119856","display_name":"Universit\u00e9 Sultan Moulay Slimane","ror":"https://ror.org/02m8tb249","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210119856"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mohamed Baslam","raw_affiliation_strings":["Faculty of Sciences and Technics, University of Sultan Moulay Slimane, Beni Mellal, Morocco"],"affiliations":[{"raw_affiliation_string":"Faculty of Sciences and Technics, University of Sultan Moulay Slimane, Beni Mellal, Morocco","institution_ids":["https://openalex.org/I4210119856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057256515","display_name":"Mohamed El Kamili","orcid":"https://orcid.org/0000-0001-8039-684X"},"institutions":[{"id":"https://openalex.org/I99297268","display_name":"University of Hassan II Casablanca","ror":"https://ror.org/001q4kn48","country_code":"MA","type":"education","lineage":["https://openalex.org/I99297268"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mohamed El Kamili","raw_affiliation_strings":["Higher School of Technology, Hassan II University of Casablanca, Morocco"],"affiliations":[{"raw_affiliation_string":"Higher School of Technology, Hassan II University of Casablanca, Morocco","institution_ids":["https://openalex.org/I99297268"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5048048913"],"corresponding_institution_ids":["https://openalex.org/I4210119856"],"apc_list":null,"apc_paid":null,"fwci":1.5868,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.86905566,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.9998000264167786,"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":0.9998000264167786,"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/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9710000157356262,"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/T12042","display_name":"Satellite Communication Systems","score":0.9179999828338623,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/nash-equilibrium","display_name":"Nash equilibrium","score":0.8284523487091064},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7892485857009888},{"id":"https://openalex.org/keywords/game-theory","display_name":"Game theory","score":0.6570559144020081},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.586565375328064},{"id":"https://openalex.org/keywords/price-of-anarchy","display_name":"Price of anarchy","score":0.5688343048095703},{"id":"https://openalex.org/keywords/cover","display_name":"Cover (algebra)","score":0.5528808832168579},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5076988935470581},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.4880489110946655},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4673384130001068},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.46356236934661865},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.45074892044067383},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4423457086086273},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.43885964155197144},{"id":"https://openalex.org/keywords/drone","display_name":"Drone","score":0.4246535897254944},{"id":"https://openalex.org/keywords/best-response","display_name":"Best response","score":0.41444331407546997},{"id":"https://openalex.org/keywords/uniqueness","display_name":"Uniqueness","score":0.4111773669719696},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.2376188039779663},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.20456001162528992},{"id":"https://openalex.org/keywords/price-of-stability","display_name":"Price of stability","score":0.14547419548034668},{"id":"https://openalex.org/keywords/mathematical-economics","display_name":"Mathematical economics","score":0.10420337319374084},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08399072289466858},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08373746275901794}],"concepts":[{"id":"https://openalex.org/C46814582","wikidata":"https://www.wikidata.org/wiki/Q23389","display_name":"Nash equilibrium","level":2,"score":0.8284523487091064},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7892485857009888},{"id":"https://openalex.org/C177142836","wikidata":"https://www.wikidata.org/wiki/Q44455","display_name":"Game theory","level":2,"score":0.6570559144020081},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.586565375328064},{"id":"https://openalex.org/C82149807","wikidata":"https://www.wikidata.org/wiki/Q7242623","display_name":"Price of anarchy","level":4,"score":0.5688343048095703},{"id":"https://openalex.org/C2780428219","wikidata":"https://www.wikidata.org/wiki/Q16952335","display_name":"Cover (algebra)","level":2,"score":0.5528808832168579},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5076988935470581},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.4880489110946655},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4673384130001068},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.46356236934661865},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.45074892044067383},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4423457086086273},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.43885964155197144},{"id":"https://openalex.org/C59519942","wikidata":"https://www.wikidata.org/wiki/Q650665","display_name":"Drone","level":2,"score":0.4246535897254944},{"id":"https://openalex.org/C32407928","wikidata":"https://www.wikidata.org/wiki/Q2733833","display_name":"Best response","level":3,"score":0.41444331407546997},{"id":"https://openalex.org/C2777021972","wikidata":"https://www.wikidata.org/wiki/Q22976830","display_name":"Uniqueness","level":2,"score":0.4111773669719696},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.2376188039779663},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.20456001162528992},{"id":"https://openalex.org/C188466206","wikidata":"https://www.wikidata.org/wiki/Q7242626","display_name":"Price of stability","level":3,"score":0.14547419548034668},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.10420337319374084},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08399072289466858},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08373746275901794},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C556758197","wikidata":"https://www.wikidata.org/wiki/Q580018","display_name":"Monetary economics","level":1,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C126285488","wikidata":"https://www.wikidata.org/wiki/Q178476","display_name":"Monetary policy","level":2,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/globecom38437.2019.9013938","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom38437.2019.9013938","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Global Communications Conference (GLOBECOM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.4399999976158142,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1496687078","https://openalex.org/W1972221945","https://openalex.org/W2114798382","https://openalex.org/W2268751503","https://openalex.org/W2405469452","https://openalex.org/W2522615148","https://openalex.org/W2581508406","https://openalex.org/W2586992378","https://openalex.org/W2612372339","https://openalex.org/W2811502688","https://openalex.org/W2889245440","https://openalex.org/W2894825473","https://openalex.org/W2899867187","https://openalex.org/W2902600476","https://openalex.org/W2903620886","https://openalex.org/W2907782043","https://openalex.org/W2907962963","https://openalex.org/W2907987700","https://openalex.org/W2909275884","https://openalex.org/W2937366752","https://openalex.org/W2955304628","https://openalex.org/W2969525674"],"related_works":["https://openalex.org/W1701800040","https://openalex.org/W1996249306","https://openalex.org/W2914139925","https://openalex.org/W2109158305","https://openalex.org/W2952939468","https://openalex.org/W2117208671","https://openalex.org/W1598931193","https://openalex.org/W2099967914","https://openalex.org/W4297818593","https://openalex.org/W4286233367"],"abstract_inverted_index":{"Unmanned":[0],"aerial":[1],"vehicles":[2],"(UAVs)":[3],"have":[4,61,90],"recently":[5,81],"received":[6,47],"considerable":[7],"attention":[8,49],"to":[9,17,29,33,101,104,176,195,199],"improve":[10],"network":[11,36,105],"coverage.":[12],"One":[13],"promising":[14,27],"application":[15],"is":[16,143],"use":[18,97],"UAVs":[19,24],"in":[20,38,52,183],"Wireless":[21],"communications":[22],"field.":[23],"offer":[25],"a":[26,92,109,113,169,184],"solution":[28],"extend":[30],"coverage":[31],"and":[32,64,120,140,151,204],"provide":[34],"high-quality":[35],"connectivity":[37],"wireless":[39],"communication.":[40],"For":[41],"this":[42,44,87],"reason,":[43],"field":[45],"has":[46,80],"more":[48],"from":[50],"researchers":[51],"recent":[53],"years.":[54],"However,":[55],"there":[56],"are":[57,66,162],"several":[58],"issues":[59],"that":[60,173],"been":[62,82],"raised":[63],"they":[65],"not":[67],"yet":[68],"resolved.":[69],"To":[70],"address":[71],"these":[72],"problems,":[73],"the":[74,96,99,129,149,154,164,179,202],"applicability":[75],"of":[76,98,122,128,138,153],"game":[77,197,203],"theory":[78],"approaches":[79],"explored":[83],"by":[84],"researchers.":[85],"In":[86],"paper,":[88],"we":[89,147,161],"developed":[91],"new":[93],"framework":[94],"for":[95,107],"UAV":[100],"cover":[102],"access":[103,118],"services":[106],"such":[108],"geographical":[110],"area":[111],"with":[112],"parameterization":[114],"based":[115,132],"on":[116,133],"availability,":[117,142],"price":[119],"quality":[121,137],"service.":[123],"A":[124],"complete":[125],"analytical":[126],"study":[127],"game's":[130],"results,":[131],"equilibrium":[134,136,141,156],"price,":[135],"service":[139],"derived.":[144],"More":[145],"precisely,":[146],"showed":[148],"existence":[150],"uniqueness":[152],"Nash":[155,180],"under":[157],"some":[158],"conditions.":[159],"Furthermore,":[160],"implementing":[163],"best":[165],"response":[166],"algorithm":[167],"as":[168],"dynamic":[170],"learning":[171],"method":[172],"allows":[174],"drones":[175],"quickly":[177],"find":[178],"Equilibrium":[181],"situation":[182],"distributed":[185],"fashion.":[186],"Finally,":[187],"numerical":[188],"analysis":[189],"offers":[190],"encouraging":[191],"insights":[192],"into":[193],"how":[194],"choose":[196],"parameters":[198],"effectively":[200],"control":[201],"confirm":[205],"our":[206],"proposal.":[207]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
