{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,15]],"date-time":"2026-07-15T16:48:12Z","timestamp":1784134092055,"version":"3.55.0"},"reference-count":50,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2026,2,15]],"date-time":"2026-02-15T00:00:00Z","timestamp":1771113600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,2,15]],"date-time":"2026-02-15T00:00:00Z","timestamp":1771113600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,2,15]],"date-time":"2026-02-15T00:00:00Z","timestamp":1771113600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62471069"],"award-info":[{"award-number":["62471069"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["42401521"],"award-info":[{"award-number":["42401521"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"Postdoctoral Fellowship Program of CPSF","doi-asserted-by":"publisher","award":["GZB20240934"],"award-info":[{"award-number":["GZB20240934"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Henan Key Research and Development Program","award":["241111320700"],"award-info":[{"award-number":["241111320700"]}]},{"DOI":"10.13039\/501100021171","name":"Basic and Applied Basic Research Foundation of Guangdong Province","doi-asserted-by":"publisher","award":["2024A1515011866"],"award-info":[{"award-number":["2024A1515011866"]}],"id":[{"id":"10.13039\/501100021171","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Central Guidance on Local Science and Technology Development Fund of ShanXi Province","award":["YDZJSX20231D005"],"award-info":[{"award-number":["YDZJSX20231D005"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Internet Things J."],"published-print":{"date-parts":[[2026,2,15]]},"DOI":"10.1109\/jiot.2025.3593588","type":"journal-article","created":{"date-parts":[[2025,7,29]],"date-time":"2025-07-29T18:31:36Z","timestamp":1753813896000},"page":"5531-5543","source":"Crossref","is-referenced-by-count":3,"title":["Federated CNN-Transformer: Enabling Distributed Sensing-Assisted Beam Prediction in ISAC Systems for IoT Applications"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5009-459X","authenticated-orcid":false,"given":"Xiaotong","family":"Zhao","sequence":"first","affiliation":[{"name":"School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1547-3065","authenticated-orcid":false,"given":"Quan","family":"Zhou","sequence":"additional","affiliation":[{"name":"School of Electronics and Information Engineering, Beihang University, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Qingqing","family":"Peng","sequence":"additional","affiliation":[{"name":"State Development and Investment Corporation, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yanxi","family":"Xie","sequence":"additional","affiliation":[{"name":"School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9651-8725","authenticated-orcid":false,"given":"Yuntian","family":"Brian Bai","sequence":"additional","affiliation":[{"name":"School of Science, STEM College, RMIT University, Melbourne, VIC, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6551-6807","authenticated-orcid":false,"given":"Qu","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7838-0638","authenticated-orcid":false,"given":"Ronghui","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2023.3314826"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2022.3171135"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2025.3535164"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2022.3209899"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.017.2300532"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.015.2200559"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.2300660"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICC45041.2023.10278998"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2021.3078147"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2024.3523400"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TMLCN.2023.3326409"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC51071.2022.9771835"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC51071.2022.9771564"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/BMSB58369.2023.10211232"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/BMSB58369.2023.10211115"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2020.3035064"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/LSENS.2021.3063086"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/SPACE63117.2024.10667825"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICM50269.2020.9331808"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2024.3462960"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2024.3435524"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/OJCOMS.2024.3362271"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2024.3482354"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.2400199"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.006.2300576"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2024.3477263"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2024.3487855"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2022.3229703"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2024.3405859"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2024.3420455"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.23919\/APSIPAASC55919.2022.9980016"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2020.3023507"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3016937"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/OJCOMS.2022.3143098"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2023.3265403"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/OJCOMS.2023.3273507"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3268064"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/OJCOMS.2021.3078081"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2023.3262546"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2021.3124599"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2022.3215527"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2024.3373496"},{"key":"ref43","first-page":"1273","article-title":"Communication-efficient learning of deep networks from decentralized data","volume-title":"Proc. Artif. Intell. Stat.","author":"McMahan"},{"issue":"226","key":"ref44","first-page":"1","article-title":"FATE: An industrial grade platform for collaborative learning with data protection","volume":"22","author":"Liu","year":"2021","journal-title":"J. Mach. Learn. Res."},{"key":"ref45","first-page":"429","article-title":"Federated optimization in heterogeneous networks","volume-title":"Proc. Mach. Learn. Syst.","volume":"2","author":"Li"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i8.20825"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.006.2200730"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.106"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref50","article-title":"Very deep convolutional networks for large-scale image recognition","author":"Simonyan","year":"2014","journal-title":"arXiv:1409.1556"}],"container-title":["IEEE Internet of Things Journal"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6488907\/11372629\/11099508.pdf?arnumber=11099508","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,9]],"date-time":"2026-02-09T21:08:17Z","timestamp":1770671297000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11099508\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,2,15]]},"references-count":50,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/jiot.2025.3593588","relation":{},"ISSN":["2327-4662","2372-2541"],"issn-type":[{"value":"2327-4662","type":"electronic"},{"value":"2372-2541","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,2,15]]}}}