{"id":"https://openalex.org/W4220898978","doi":"https://doi.org/10.1109/tits.2022.3157394","title":"AoI Optimization in the UAV-Aided Traffic Monitoring Network Under Attack: A Stackelberg Game Viewpoint","display_name":"AoI Optimization in the UAV-Aided Traffic Monitoring Network Under Attack: A Stackelberg Game Viewpoint","publication_year":2022,"publication_date":"2022-03-22","ids":{"openalex":"https://openalex.org/W4220898978","doi":"https://doi.org/10.1109/tits.2022.3157394"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2022.3157394","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2022.3157394","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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 Transactions on Intelligent Transportation Systems","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/A5076600596","display_name":"Yaoqi Yang","orcid":"https://orcid.org/0000-0002-2039-7506"},"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":"Yaoqi Yang","raw_affiliation_strings":["Graduate School, Army Engineering University of PLA, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-2039-7506","affiliations":[{"raw_affiliation_string":"Graduate School, Army Engineering University of PLA, Nanjing, China","institution_ids":["https://openalex.org/I4210163363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042452580","display_name":"Weizheng Wang","orcid":"https://orcid.org/0000-0002-5879-585X"},"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":"Weizheng Wang","raw_affiliation_strings":["Department of Computer Science, City University of Hong Kong, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0002-5879-585X","affiliations":[{"raw_affiliation_string":"Department of Computer Science, City University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101614679","display_name":"Lingjun Liu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lingjun Liu","raw_affiliation_strings":["Designing Institute of Communication and Information Engineering, Shenyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Designing Institute of Communication and Information Engineering, Shenyang, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064768354","display_name":"Kapal Dev","orcid":"https://orcid.org/0000-0003-1262-8594"},"institutions":[{"id":"https://openalex.org/I24027795","display_name":"University of Johannesburg","ror":"https://ror.org/04z6c2n17","country_code":"ZA","type":"education","lineage":["https://openalex.org/I24027795"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Kapal Dev","raw_affiliation_strings":["Institute of Intelligent Systems, University of Johannesburg, Johannesburg, South Africa"],"raw_orcid":"https://orcid.org/0000-0003-1262-8594","affiliations":[{"raw_affiliation_string":"Institute of Intelligent Systems, University of Johannesburg, Johannesburg, South Africa","institution_ids":["https://openalex.org/I24027795"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002348919","display_name":"Nawab Muhammad Faseeh Qureshi","orcid":"https://orcid.org/0000-0002-5035-2640"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Nawab Muhammad Faseeh Qureshi","raw_affiliation_strings":["Department of Computer Education, Sungkyunkwan University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-5035-2640","affiliations":[{"raw_affiliation_string":"Department of Computer Education, Sungkyunkwan University, Seoul, South Korea","institution_ids":["https://openalex.org/I848706"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.9879,"has_fulltext":false,"cited_by_count":71,"citation_normalized_percentile":{"value":0.98304095,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"24","issue":"1","first_page":"932","last_page":"941"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13553","display_name":"Age of Information Optimization","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T13553","display_name":"Age of Information Optimization","score":1.0,"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/T12315","display_name":"Older Adults Driving Studies","score":0.9598000049591064,"subfield":{"id":"https://openalex.org/subfields/3612","display_name":"Physical Therapy, Sports Therapy and Rehabilitation"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12079","display_name":"IoT Networks and Protocols","score":0.9358999729156494,"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/stackelberg-competition","display_name":"Stackelberg competition","score":0.9286985397338867},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6092439889907837},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.47353050112724304},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4594572186470032},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4245436191558838},{"id":"https://openalex.org/keywords/data-transmission","display_name":"Data transmission","score":0.421842098236084},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.32790786027908325},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2620871663093567},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.0971483588218689}],"concepts":[{"id":"https://openalex.org/C199510392","wikidata":"https://www.wikidata.org/wiki/Q1184602","display_name":"Stackelberg competition","level":2,"score":0.9286985397338867},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6092439889907837},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.47353050112724304},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4594572186470032},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4245436191558838},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.421842098236084},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.32790786027908325},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2620871663093567},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0971483588218689},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tits.2022.3157394","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2022.3157394","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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 Transactions on Intelligent Transportation Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1972221945","https://openalex.org/W1993918491","https://openalex.org/W2561662432","https://openalex.org/W2613469920","https://openalex.org/W2799083256","https://openalex.org/W2802251403","https://openalex.org/W2902715977","https://openalex.org/W2909381423","https://openalex.org/W2922529561","https://openalex.org/W2950810307","https://openalex.org/W2960355992","https://openalex.org/W2972450139","https://openalex.org/W3009980018","https://openalex.org/W3015724864","https://openalex.org/W3048640469","https://openalex.org/W3089314236","https://openalex.org/W3094251749","https://openalex.org/W3118048315","https://openalex.org/W3119693540","https://openalex.org/W3128999315","https://openalex.org/W3155511772","https://openalex.org/W3185229100","https://openalex.org/W3190460553"],"related_works":["https://openalex.org/W2359432571","https://openalex.org/W2365622786","https://openalex.org/W2148199224","https://openalex.org/W862832432","https://openalex.org/W2385713880","https://openalex.org/W4292187818","https://openalex.org/W2043085591","https://openalex.org/W2390531138","https://openalex.org/W1510674680","https://openalex.org/W2144125398"],"abstract_inverted_index":{"Intelligent":[0],"Vehicle":[1,15,24],"Systems":[2],"(IVSs)":[3],"devote":[4],"to":[5,16,41,79,89,123,186],"integrating":[6],"the":[7,14,21,32,38,43,59,64,68,85,91,98,119,125,130,138,152,157,165,172,179,188,212],"data":[8,50,159],"sensing,":[9],"processing,":[10,51],"and":[11,47,61,104,141,164],"transmission":[12,162],"in":[13,67,129],"Everything":[17],"(V2X)":[18],"scenarios,":[19],"where":[20],"Unnamed":[22],"Aircraft":[23],"(UAV)-aided":[25],"traffic":[26,70,132],"monitoring":[27,71,133],"network":[28,92,134],"is":[29,45,106,184],"one":[30],"of":[31,53,63,97,205],"most":[33],"significant":[34],"applications.":[35],"Moreover,":[36,178],"since":[37],"central":[39],"premise":[40],"support":[42],"IVS":[44],"timely":[46],"effectively":[48],"sensing":[49,160],"Age":[52],"Information":[54],"(AoI)":[55],"can":[56],"precisely":[57],"reflect":[58],"timeliness":[60],"effectiveness":[62],"communication":[65],"process":[66],"UAV-aided":[69,131],"network.":[72],"However,":[73],"recent":[74],"researches":[75],"pay":[76],"little":[77],"attention":[78],"AoI":[80,126],"minimization":[81],"issue,":[82],"especially":[83],"when":[84,209],"malicious":[86],"attacker":[87,105],"attempts":[88],"deteriorate":[90],"performance.":[93],"The":[94,199],"accurately":[95],"modelling":[96],"adversarial":[99],"relationship":[100],"between":[101],"legitimate":[102],"UAVs":[103],"not":[107],"fully":[108],"investigated.":[109],"To":[110],"make":[111],"up":[112],"this":[113],"research":[114],"gap,":[115],"we":[116],"start":[117],"from":[118],"Stackelberg":[120,143,189],"game":[121],"viewpoint":[122],"investigate":[124],"optimization":[127,145,175,182],"problem":[128],"under":[135,196],"attack.":[136],"Firstly,":[137],"system":[139],"model":[140],"three-layer":[142],"game-based":[144],"goal":[146],"are":[147,169,194],"established.":[148],"Secondly,":[149],"based":[150],"on":[151],"Backward":[153],"Induction":[154],"(BI)":[155],"analysis,":[156],"follower\u2019s":[158],"rate,":[161],"power,":[163],"leader\u2019s":[166],"attacking":[167],"power":[168],"determined":[170],"by":[171],"Lagrange":[173],"duality":[174],"technology":[176,183],"successively.":[177],"sub-gradient":[180],"update-based":[181],"used":[185],"achieve":[187],"Equilibrium":[190],"(SE).":[191],"Finally,":[192],"simulations":[193],"performed":[195],"various":[197],"parameters.":[198],"evaluation":[200],"results":[201],"present":[202],"better":[203],"performance":[204],"our":[206],"proposed":[207],"approach":[208],"compared":[210],"with":[211],"typical":[213],"baselines.":[214]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":18},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":9}],"updated_date":"2026-06-20T22:02:38.213706","created_date":"2025-10-10T00:00:00"}
