{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,9]],"date-time":"2026-04-09T14:29:00Z","timestamp":1775744940730,"version":"3.50.1"},"reference-count":173,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"16","license":[{"start":{"date-parts":[[2023,8,15]],"date-time":"2023-08-15T00:00:00Z","timestamp":1692057600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2020YFB1807700"],"award-info":[{"award-number":["2020YFB1807700"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Internet Things J."],"published-print":{"date-parts":[[2023,8,15]]},"DOI":"10.1109\/jiot.2023.3268316","type":"journal-article","created":{"date-parts":[[2023,5,1]],"date-time":"2023-05-01T18:43:42Z","timestamp":1682966622000},"page":"14438-14461","source":"Crossref","is-referenced-by-count":248,"title":["AI for UAV-Assisted IoT Applications: A Comprehensive Review"],"prefix":"10.1109","volume":"10","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7907-2071","authenticated-orcid":false,"given":"Nan","family":"Cheng","sequence":"first","affiliation":[{"name":"School of Telecommunications Engineering, Xidian University, Xi&#x2019;an, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5042-1231","authenticated-orcid":false,"given":"Shen","family":"Wu","sequence":"additional","affiliation":[{"name":"School of Telecommunications Engineering, Xidian University, Xi&#x2019;an, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1439-4875","authenticated-orcid":false,"given":"Xiucheng","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Telecommunications Engineering, Xidian University, Xi&#x2019;an, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3136-788X","authenticated-orcid":false,"given":"Zhisheng","family":"Yin","sequence":"additional","affiliation":[{"name":"School of Cyber Engineering, Xidian University, Xi&#x2019;an, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2568-8908","authenticated-orcid":false,"given":"Changle","family":"Li","sequence":"additional","affiliation":[{"name":"School of Telecommunications Engineering, Xidian University, Xi&#x2019;an, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2133-8679","authenticated-orcid":false,"given":"Wen","family":"Chen","sequence":"additional","affiliation":[{"name":"Department of Electronics Engineering, Shanghai Jiao Tong University, Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1031-492X","authenticated-orcid":false,"given":"Fangjiong","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China"}]}],"member":"263","reference":[{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.3034128"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3052969"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.34028\/iajit\/18\/3A\/11"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2017.1600613"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/ICCTEC.2017.00305"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/ITU-WT.2016.7805730"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/PIMRC50174.2021.9569405"},{"key":"ref168","doi-asserted-by":"publisher","DOI":"10.3390\/rs14174377"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.3390\/drones4040065"},{"key":"ref169","doi-asserted-by":"publisher","DOI":"10.1109\/ICC45855.2022.9882279"},{"key":"ref170","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2020.3017281"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2018.2856587"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/MVT.2019.2961608"},{"key":"ref173","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.002.2100594"},{"key":"ref171","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3072611"},{"key":"ref172","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2020.3014385"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2020.3028011"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.003.2100690"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/JCN.2020.000015"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TETC.2020.2986238"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2017.2737479"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/MLSP49062.2020.9231577"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2018.2864373"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2018.1700291"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2018.1700464"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2020.2995256"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2019.2952892"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3030773"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3077593"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2022.3187138"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2018.2864423"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2018.1700368"},{"key":"ref100","doi-asserted-by":"publisher","DOI":"10.1109\/LRA.2020.2974648"},{"key":"ref101","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2020.3003639"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.3390\/s19122775"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1038\/nature14539"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.jisa.2020.102670"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2021.01.024"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2020.2993863"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2017.2688328"},{"key":"ref148","doi-asserted-by":"publisher","DOI":"10.1109\/ICC40277.2020.9148990"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/IROS.2012.6385823"},{"key":"ref149","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2021.3102161"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/SCOPES.2016.7955787"},{"key":"ref146","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2020.3017556"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2017.2789293"},{"key":"ref147","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3128883"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2020.3045150"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2020.105523"},{"key":"ref155","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2020.3048938"},{"key":"ref156","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2020.3036962"},{"key":"ref153","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2019.2911939"},{"key":"ref154","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2016.2633522"},{"key":"ref151","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM38437.2019.9014306"},{"key":"ref152","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3153585"},{"key":"ref150","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2020.3027840"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.3390\/s19235170"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.3390\/iot1010003"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-38712-9_1"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.001.2000174"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2016.2612119"},{"key":"ref159","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2954825"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.comcom.2020.03.017"},{"key":"ref157","doi-asserted-by":"publisher","DOI":"10.1007\/s11276-021-02632-z"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.3390\/s18114015"},{"key":"ref158","doi-asserted-by":"publisher","DOI":"10.1016\/j.dcan.2020.04.008"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/1865\/4\/042002"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2019.2902862"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2017.2673778"},{"key":"ref166","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2022.3153316"},{"key":"ref167","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.2978386"},{"key":"ref164","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2021.3059691"},{"key":"ref165","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3071531"},{"key":"ref162","doi-asserted-by":"publisher","DOI":"10.1016\/j.adhoc.2022.102981"},{"key":"ref163","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2020.2982508"},{"key":"ref160","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2019.2906789"},{"key":"ref161","doi-asserted-by":"publisher","DOI":"10.3390\/s21196499"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3176400"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2021.3130901"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.jii.2021.100224"},{"key":"ref128","article-title":"Applications of blockchain in unmanned aerial vehicles: A review","volume":"23","author":"alladi","year":"2020","journal-title":"Veh Commun"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/OJCOMS.2021.3075201"},{"key":"ref129","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2018.1700259"},{"key":"ref97","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3135578"},{"key":"ref126","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.011.2000069"},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2018.1800087"},{"key":"ref127","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOMWKSHPS50562.2020.9162738"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3103320"},{"key":"ref99","doi-asserted-by":"publisher","DOI":"10.23919\/ACC.2019.8815387"},{"key":"ref124","doi-asserted-by":"publisher","DOI":"10.1145\/3414045.3415941"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.001.1900521"},{"key":"ref98","doi-asserted-by":"publisher","DOI":"10.1109\/GCWkshps52748.2021.9682094"},{"key":"ref125","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2021.3117285"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2017.2682318"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2017.2743240"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.3390\/drones5040148"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.011.2000440"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.1016\/j.comcom.2019.11.011"},{"key":"ref133","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2022.3229431"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1109\/WiMOB.2018.8589161"},{"key":"ref134","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.2978073"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.011.2000388"},{"key":"ref131","doi-asserted-by":"publisher","DOI":"10.1109\/TAES.2018.2807558"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.1109\/VTCFall.2017.8287974"},{"key":"ref132","doi-asserted-by":"publisher","DOI":"10.1109\/VTCFall.2019.8891199"},{"key":"ref130","doi-asserted-by":"publisher","DOI":"10.1109\/ICACSIS.2013.6761569"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1016\/j.adhoc.2022.102790"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2015.2495297"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2020.102739"},{"key":"ref139","doi-asserted-by":"publisher","DOI":"10.1109\/CCNC46108.2020.9045416"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2018.1800085"},{"key":"ref137","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3078701"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1109\/5GWF.2019.8911618"},{"key":"ref138","doi-asserted-by":"publisher","DOI":"10.1109\/ICCWorkshops49005.2020.9145249"},{"key":"ref88","article-title":"Machine learning based anomaly detection for 5G networks","author":"lam","year":"2020","journal-title":"arxiv 2003 03474"},{"key":"ref135","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOMWKSHPS50562.2020.9162896"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2018.1800104"},{"key":"ref136","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3110138"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.3390\/electronics9101660"},{"key":"ref144","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2022.3148364"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1109\/ITA.2018.8503086"},{"key":"ref145","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2022.3200458"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3041319"},{"key":"ref142","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3102185"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2018.2848960"},{"key":"ref143","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.3024666"},{"key":"ref140","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2019.2925796"},{"key":"ref141","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3215521"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2019.1900027"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1109\/JETCAS.2020.3000103"},{"key":"ref108","doi-asserted-by":"publisher","DOI":"10.1155\/2016\/8132812"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2018.2887086"},{"key":"ref109","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2014.2306328"},{"key":"ref106","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2020.107644"},{"key":"ref107","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2021.108249"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2019.8761934"},{"key":"ref104","first-page":"362","article-title":"Scene and environment monitoring using aerial imagery and deep learning","author":"dar oghaz","year":"2019","journal-title":"Proc Int Conf Distrib Comput Sens Syst"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2016.2560343"},{"key":"ref105","doi-asserted-by":"publisher","DOI":"10.3390\/telecom2030017"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2948888"},{"key":"ref102","doi-asserted-by":"publisher","DOI":"10.1038\/s43016-021-00322-9"},{"key":"ref76","first-page":"525","article-title":"Bandwidth allocation in WiMAX networks using reinforcement learning","volume":"15","author":"jafari","year":"2011","journal-title":"World Appl Sci J"},{"key":"ref103","doi-asserted-by":"publisher","DOI":"10.3390\/info10110349"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.3039359"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2018.2838584"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/NOMS.2016.7502901"},{"key":"ref111","doi-asserted-by":"publisher","DOI":"10.1109\/MCE.2016.2556879"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2912850"},{"key":"ref112","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-72065-0_18"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2008.4644117"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2017.8254567"},{"key":"ref110","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2019.1800221"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/ICCWorkshops50388.2021.9473547"},{"key":"ref119","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2020.3023861"},{"key":"ref67","first-page":"212","article-title":"Improving detection of Wi-Fi impersonation by fully unsupervised deep learning","author":"aminanto","year":"2017","journal-title":"Proc Int Workshop Inf Security Appl"},{"key":"ref117","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2017.1600238CM"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1145\/3325421.3329765"},{"key":"ref118","doi-asserted-by":"publisher","DOI":"10.1177\/15501477211031750"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2021.3087246"},{"key":"ref115","article-title":"Watch from sky: Machine-learning-based multi-UAV network for predictive police surveillance","author":"sugano","year":"2022","journal-title":"arXiv 2203 02892"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.3037774"},{"key":"ref116","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2022.3143175"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/IWBIS.2017.8275095"},{"key":"ref113","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2017.1600587CM"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.23919\/CNSM50824.2020.9269064"},{"key":"ref114","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2018.1700422"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/DySPAN53946.2021.9677146"},{"key":"ref122","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2020.3020220"},{"key":"ref123","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2019.01.028"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3021597"},{"key":"ref120","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2020.3041746"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/LCN48667.2020.9314772"},{"key":"ref121","doi-asserted-by":"publisher","DOI":"10.1016\/j.scs.2021.103617"}],"container-title":["IEEE Internet of Things Journal"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6488907\/10210448\/10113154.pdf?arnumber=10113154","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,28]],"date-time":"2023-08-28T18:02:52Z","timestamp":1693245772000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10113154\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,8,15]]},"references-count":173,"journal-issue":{"issue":"16"},"URL":"https:\/\/doi.org\/10.1109\/jiot.2023.3268316","relation":{},"ISSN":["2327-4662","2372-2541"],"issn-type":[{"value":"2327-4662","type":"electronic"},{"value":"2372-2541","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,8,15]]}}}