{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,10]],"date-time":"2026-06-10T16:02:40Z","timestamp":1781107360440,"version":"3.54.1"},"reference-count":54,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"ULTRA TCS Research Chair on Intelligent Tactical Wireless Networks for Challenging Environments"},{"DOI":"10.13039\/501100000038","name":"National Natural Sciences and Engineering Research Council of Canada","doi-asserted-by":"publisher","award":["CRDPJ 538896-19"],"award-info":[{"award-number":["CRDPJ 538896-19"]}],"id":[{"id":"10.13039\/501100000038","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Open J. Commun. Soc."],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/ojcoms.2025.3567024","type":"journal-article","created":{"date-parts":[[2025,5,5]],"date-time":"2025-05-05T14:00:11Z","timestamp":1746453611000},"page":"4176-4193","source":"Crossref","is-referenced-by-count":1,"title":["FedRoute: A Multi-Server Federated Meta-DRL Routing Scheme for Tactical Air-Ground WSNs"],"prefix":"10.1109","volume":"6","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4103-056X","authenticated-orcid":false,"given":"Andrews A.","family":"Okine","sequence":"first","affiliation":[{"name":"Electrical Engineering Department, École de Technologie Supérieure, Montréal, QC, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8791-3475","authenticated-orcid":false,"given":"Nadir","family":"Adam","sequence":"additional","affiliation":[{"name":"Electrical Engineering Department, École de Technologie Supérieure, Montréal, QC, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Faisal","family":"Naeem","sequence":"additional","affiliation":[{"name":"School of Computing, University of the Fraser Valley, Abbotsford, BC, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5025-6624","authenticated-orcid":false,"given":"Georges","family":"Kaddoum","sequence":"additional","affiliation":[{"name":"Electrical Engineering Department, École de Technologie Supérieure, Montréal, QC, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-29419-8_16"},{"issue":"3","key":"ref2","first-page":"29","article-title":"Joint intelligence, surveillance, and reconnaissance in contested airspace","volume":"28","author":"Haffa","year":"2014","journal-title":"Air Space Power J."},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2024.3352014"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2019.2959808"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.32604\/cmc.2021.015402"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.adhoc.2023.103378"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2023.3301955"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2018.12.037"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2020.3012832"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3070584"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2023.103714"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TGCN.2024.3441532"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.132.2200505"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/NetSoft48620.2020.9165506"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/FNWF55208.2022.00050"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2023.3269785"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOMWKSHPS50562.2020.9162750"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2021.3124848"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/WoWMoM57956.2023.00049"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.measen.2023.101012"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/BlackSeaCom52164.2021.9527886"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2022.3200016"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2017.2736550"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2022.3225159"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.dcan.2016.01.002"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/MILCOM.2009.5380039"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.3390\/rs14205178"},{"key":"ref28","first-page":"1","article-title":"Packet routing in dynamically changing networks: A reinforcement learning approach","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"6","author":"Boyan"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/WoWMoM51794.2021.00029"},{"key":"ref30","first-page":"465","article-title":"ARdeep: Adaptive and reliable routing protocol for mobile robotic networks with deep reinforcement learning","volume-title":"Proc. IEEE 45th Conf. Local Comput. Netw. (LCN)","author":"Jianmin"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/COMSNETS56262.2023.10041337"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.comcom.2023.05.018"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICC40277.2020.9149287"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC51071.2022.9771591"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3051768"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3151501"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.3390\/app12041951"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOMWKSHPS57453.2023.10225792"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2023.3287936"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.comcom.2019.10.003"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2022.3201121"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2010.75"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2023.01.025"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.dt.2019.10.010"},{"key":"ref45","first-page":"10418","article-title":"Learning collaborative policies to solve NP-hard routing problems","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"34","author":"Kim"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3188833"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1364\/OE.26.020990"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOMWKSHPS57453.2023.10226127"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2023.103270"},{"key":"ref50","article-title":"Stable weight decay regularization","author":"Xie","year":"2020","journal-title":"arxiv.abs\/2011.11152"},{"key":"ref51","article-title":"Federated learning with unbiased gradient aggregation and controllable meta updating","author":"Yao","year":"2019","journal-title":"arXiv:1910.08234"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-023-40273-8"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3185549"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2023.3265704"}],"container-title":["IEEE Open Journal of the Communications Society"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/8782661\/10829557\/10985812.pdf?arnumber=10985812","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,16]],"date-time":"2025-05-16T01:13:33Z","timestamp":1747358013000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10985812\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":54,"URL":"https:\/\/doi.org\/10.1109\/ojcoms.2025.3567024","relation":{"has-preprint":[{"id-type":"doi","id":"10.36227\/techrxiv.173386062.24149324\/v1","asserted-by":"object"}]},"ISSN":["2644-125X"],"issn-type":[{"value":"2644-125X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}