{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,21]],"date-time":"2026-07-21T14:28:22Z","timestamp":1784644102346,"version":"3.55.0"},"reference-count":41,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"9","license":[{"start":{"date-parts":[[2021,9,1]],"date-time":"2021-09-01T00:00:00Z","timestamp":1630454400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,9,1]],"date-time":"2021-09-01T00:00:00Z","timestamp":1630454400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,9,1]],"date-time":"2021-09-01T00:00:00Z","timestamp":1630454400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100003725","name":"National Research Foundation of Korea (NRF) grant","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100003725","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100014188","name":"Ministry of Science and ICT (MSIT), Korea Government","doi-asserted-by":"publisher","award":["2020R1A4A1018607"],"award-info":[{"award-number":["2020R1A4A1018607"]}],"id":[{"id":"10.13039\/501100014188","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Intell. Transport. Syst."],"published-print":{"date-parts":[[2021,9]]},"DOI":"10.1109\/tits.2020.3039617","type":"journal-article","created":{"date-parts":[[2020,12,8]],"date-time":"2020-12-08T00:55:25Z","timestamp":1607388925000},"page":"5994-6006","source":"Crossref","is-referenced-by-count":111,"title":["Data Freshness and Energy-Efficient UAV Navigation Optimization: A Deep Reinforcement Learning Approach"],"prefix":"10.1109","volume":"22","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2966-6469","authenticated-orcid":false,"given":"Sarder Fakhrul","family":"Abedin","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7255-1085","authenticated-orcid":false,"given":"Md. Shirajum","family":"Munir","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7323-9213","authenticated-orcid":false,"given":"Nguyen H.","family":"Tran","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6606-5822","authenticated-orcid":false,"given":"Zhu","family":"Han","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3484-7333","authenticated-orcid":false,"given":"Choong Seon","family":"Hong","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOM.2012.6195689"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2018.8422583"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2013.040413.120676"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2019.2925796"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2019.2935877"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ICCW.2019.8756665"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2017.2688328"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM38437.2019.9014210"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2014.2342736"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/VTCFall.2016.7881122"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOMW.2018.8406973"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-3023-4_1"},{"key":"ref11","article-title":"Autonomous UAV navigation using reinforcement learning","author":"pham","year":"2018","journal-title":"arXiv 1801 05086"},{"key":"ref12","article-title":"Cooperative and distributed reinforcement learning of drones for field coverage","author":"xuan pham","year":"2018","journal-title":"arXiv 1803 07250"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2016.2585184"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/AERO.2019.8742226"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/MVT.2015.2481560"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC.2016.7565126"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICOIN.2015.7057878"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2018.2890773"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2019.2952549"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ICCW.2019.8756751"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2018.1800023"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICCChina.2019.8855868"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2888869"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/MMUL.2018.2879591"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM38437.2019.9013924"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2899673"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2019.1900271"},{"key":"ref7","article-title":"UAV-aided urban target tracking system based on edge computing","author":"liu","year":"2019","journal-title":"arXiv 1902 00837"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2018.2870888"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.23919\/APNOMS.2019.8892984"},{"key":"ref1","author":"jung","year":"2011","journal-title":"Cisco Visual Networking Index Global Mobile Data Traffic Forecast Update"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/VTCFall.2019.8891218"},{"key":"ref22","article-title":"Reinforcement learning for a cellular Internet of UAVs: Protocol design, trajectory control, and resource management","author":"hu","year":"2019","journal-title":"arXiv 1911 08771"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.3390\/s19183837"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ICCW.2019.8757098"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/IEA.2017.7939224"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2019.2902559"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2019.2928539"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2019.8762096"}],"container-title":["IEEE Transactions on Intelligent Transportation Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6979\/9526217\/09285214.pdf?arnumber=9285214","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T14:52:09Z","timestamp":1652194329000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9285214\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,9]]},"references-count":41,"journal-issue":{"issue":"9"},"URL":"https:\/\/doi.org\/10.1109\/tits.2020.3039617","relation":{},"ISSN":["1524-9050","1558-0016"],"issn-type":[{"value":"1524-9050","type":"print"},{"value":"1558-0016","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,9]]}}}