{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,5]],"date-time":"2026-02-05T12:06:31Z","timestamp":1770293191819,"version":"3.49.0"},"reference-count":55,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/100006602","name":"Air Force Research Laboratory","doi-asserted-by":"publisher","award":["FA8750-18-C-0122"],"award-info":[{"award-number":["FA8750-18-C-0122"]}],"id":[{"id":"10.13039\/100006602","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Open J. Commun. Soc."],"published-print":{"date-parts":[[2021]]},"DOI":"10.1109\/ojcoms.2021.3092690","type":"journal-article","created":{"date-parts":[[2021,6,28]],"date-time":"2021-06-28T21:30:15Z","timestamp":1624915815000},"page":"1486-1504","source":"Crossref","is-referenced-by-count":17,"title":["<i>Learning to Fly<\/i>: A Distributed Deep Reinforcement Learning Framework for Software-Defined UAV Network Control"],"prefix":"10.1109","volume":"2","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3757-6973","authenticated-orcid":false,"given":"Hai","family":"Cheng","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0794-9158","authenticated-orcid":false,"given":"Lorenzo","family":"Bertizzolo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7690-0449","authenticated-orcid":false,"given":"Salvatore","family":"D'oro","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"John","family":"Buczek","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tommaso","family":"Melodia","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Elizabeth Serena","family":"Bentley","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/SECONW.2018.8396356"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2020.2985972"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1038\/nature14236"},{"key":"ref32","author":"company","year":"2020","journal-title":"CORE Documentation"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1155\/WCN.2005.275"},{"key":"ref30","year":"2021","journal-title":"Universal Software Radio Peripheral (USRP)"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/ITU-WT.2016.7805730"},{"key":"ref36","first-page":"1039","article-title":"LeTera: Stochastic beam control through ESN learning in Terahertz-band wireless UAV networks","author":"moorthy","year":"2020","journal-title":"Proc IEEE Conf Comput Commun Workshops (INFOCOM WKSHPS)"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/MVT.2016.2645481"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/s10458-019-09421-1"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/MILCOM.2011.6127585"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.adhoc.2019.101913"},{"key":"ref29","year":"2020","journal-title":"Autopilotsuite"},{"key":"ref2","author":"bertizzolo","year":"2021","journal-title":"Streaming from the air Enabling high data-rate 5G cellular links for drone streaming applications"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM41043.2020.9155231"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2018.2872441"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2017.2760281"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2019.1800565"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2881964"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2018.2871020"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2019.2912754"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2019.8737649"},{"key":"ref50","author":"burhanuddin","year":"2021","journal-title":"QoE optimization for live video streaming in UAV-to-UAV communications via deep reinforcement learning"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2964042"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1145\/3341568.3342109"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2020.2965856"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3012756"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.comcom.2019.11.037"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/2491185.2491207"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3242102.3242118"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2019.2920284"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/3209582.3209607"},{"key":"ref13","first-page":"241","article-title":"Demo abstract: WNOS: An optimization-based wireless network operating system","author":"guan","year":"2018","journal-title":"Proc IEEE Conf Comput Commun (INFOCOM)"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2020.107380"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2018.2846694"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2018.2848295"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2019.2904329"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2018.2809722"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2018.2879433"},{"key":"ref4","author":"sheshadri","year":"2020","journal-title":"SkyHaul An autonomous gigabit network fabric in the sky"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/WoWMoM.2019.8793029"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3412060.3418431"},{"key":"ref5","doi-asserted-by":"crossref","first-page":"7","DOI":"10.1145\/3349624.3356763","article-title":"mmBAC: Location-aided mmWave backhaul management for UAV-based aerial cells","author":"bertizzolo","year":"2019","journal-title":"Proc 3rd ACM Workshop Millimeter-wave Netw Sens Syst"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/WoWMoM49955.2020.00062"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3376897.3377860"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2016.7842208"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2015.7166188"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/SPAWC.2018.8445768"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2019.2948324"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2019.2900035"},{"key":"ref47","doi-asserted-by":"crossref","first-page":"790","DOI":"10.1007\/s12559-018-9559-8","article-title":"Distributed drone base station positioning for emergency cellular networks using reinforcement learning","volume":"10","author":"klaine","year":"2018","journal-title":"Cogn Comput"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2017.8254746"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2018.1800155"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/ICC40277.2020.9149258"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2018.1800365"}],"container-title":["IEEE Open Journal of the Communications Society"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8782661\/9309127\/09465215.pdf?arnumber=9465215","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,26]],"date-time":"2022-01-26T17:42:19Z","timestamp":1643218939000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9465215\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"references-count":55,"URL":"https:\/\/doi.org\/10.1109\/ojcoms.2021.3092690","relation":{},"ISSN":["2644-125X"],"issn-type":[{"value":"2644-125X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]}}}