{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,27]],"date-time":"2026-02-27T00:18:41Z","timestamp":1772151521811,"version":"3.50.1"},"reference-count":60,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"Saad Alabdullah Police Academy, Kuwait"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2026]]},"DOI":"10.1109\/access.2025.3647565","type":"journal-article","created":{"date-parts":[[2025,12,23]],"date-time":"2025-12-23T18:31:48Z","timestamp":1766514708000},"page":"3359-3385","source":"Crossref","is-referenced-by-count":2,"title":["A Vehicular-Edge Federated, Quantized YOLOv12 System for Real-Time 3D Hand-Gestures- Based AAV Control"],"prefix":"10.1109","volume":"14","author":[{"ORCID":"https:\/\/orcid.org\/0009-0009-6532-2573","authenticated-orcid":false,"given":"Ismail","family":"Lamaakal","sequence":"first","affiliation":[{"name":"Multidisciplinary Faculty of Nador, Mohammed Premier University, Oujda, Morocco"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-1533-3583","authenticated-orcid":false,"given":"Idris","family":"Elgarrab","sequence":"additional","affiliation":[{"name":"Multidisciplinary Faculty of Nador, Mohammed Premier University, Oujda, Morocco"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-1710-7185","authenticated-orcid":false,"given":"Abdennour","family":"Alouach","sequence":"additional","affiliation":[{"name":"Multidisciplinary Faculty of Nador, Mohammed Premier University, Oujda, Morocco"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4704-5364","authenticated-orcid":false,"given":"Yassine","family":"Maleh","sequence":"additional","affiliation":[{"name":"Laboratory LaSTI, ENSAK, Sultan Moulay Slimane University, Khouribga, Morocco"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9569-9162","authenticated-orcid":false,"given":"Khalid","family":"El Makkaoui","sequence":"additional","affiliation":[{"name":"Multidisciplinary Faculty of Nador, Mohammed Premier University, Oujda, Morocco"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0552-9275","authenticated-orcid":false,"given":"Ibrahim","family":"Ouahbi","sequence":"additional","affiliation":[{"name":"Multidisciplinary Faculty of Nador, Mohammed Premier University, Oujda, Morocco"}]},{"given":"Ahmad","family":"Alanezi","sequence":"additional","affiliation":[{"name":"Saad Alabdullah Police Academy, Shuwaikh Industrial, Kuwait"}]},{"given":"Hany S.","family":"Khalifa","sequence":"additional","affiliation":[{"name":"Computer Science Department, Misr Higher Institute for Commerce and Computers, Mansoura, Egypt"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2025.126828"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/s00170-021-07659-2"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.54254\/2755-2721\/2024.17915"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/AIRPHARO52252.2021.9571027"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.3390\/systems11080400"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.32604\/cmc.2022.024927"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3326101"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2022.119159"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/comst.2025.3563377"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2021.3075439"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2020.106854"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s13042-022-01647-y"},{"key":"ref13","volume-title":"Tiny Machine Learning Techniques for Constrained Devices","author":"El-Makkaoui","year":"2026"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/jiot.2025.3565688"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.3390\/s25051318"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2024.3406631"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.20535\/2786-8729.4.2024.300614"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-024-10933-w"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.3390\/drones8110643"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.3390\/a17120594"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/s10439-022-02986-1"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TCE.2017.014971"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-11012-3_9"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/s11633-019-1194-7"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.3390\/s22072513"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.3390\/s23052666"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.5120\/ijca2025924776"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.3390\/drones7020089"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.3390\/s23063255"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-025-11253-3"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.fraope.2025.100325"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2025.3586673"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2024.05.070"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-68675-7_4"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-025-20704-6"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.3390\/s25082409"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/s11036-020-01624-1"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/3485129"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.adhoc.2024.103483"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1002\/cpe.8050"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2021.3124599"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ICCSC66714.2025.11135279"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.comcom.2020.07.045"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.3390\/electronics14071345"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.01507"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/jiot.2025.3625087"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/jiot.2025.3624283"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/ICSSE.2019.8823322"},{"key":"ref49","article-title":"On the convergence of FedAvg on non-IID data","author":"Li","year":"2019","journal-title":"arXiv:1907.02189"},{"key":"ref50","article-title":"YOLOv12: Attention-centric real-time object detectors","author":"Tian","year":"2025","journal-title":"arXiv:2502.12524"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2025.03.232"},{"key":"ref52","article-title":"Flower: A friendly federated learning research framework","author":"Beutel","year":"2020","journal-title":"arXiv:2007.14390"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-025-26297-2"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/access.2025.3633575"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/iccsc66714.2025.11134957"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/MCSoC60832.2023.00078"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/WNYISPW63690.2024.10786503"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-65742-0_15"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2024.3470122"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/access.2025.3589938"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/11323511\/11313047.pdf?arnumber=11313047","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,12]],"date-time":"2026-01-12T22:02:36Z","timestamp":1768255356000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11313047\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":60,"URL":"https:\/\/doi.org\/10.1109\/access.2025.3647565","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]}}}