{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,23]],"date-time":"2026-01-23T19:05:46Z","timestamp":1769195146009,"version":"3.49.0"},"reference-count":37,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"21","license":[{"start":{"date-parts":[[2023,11,1]],"date-time":"2023-11-01T00:00:00Z","timestamp":1698796800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,11,1]],"date-time":"2023-11-01T00:00:00Z","timestamp":1698796800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,11,1]],"date-time":"2023-11-01T00:00:00Z","timestamp":1698796800000},"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":["62001419"],"award-info":[{"award-number":["62001419"]}],"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":["62131016"],"award-info":[{"award-number":["62131016"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004731","name":"Zhejiang Provincial Natural Science Foundation of China","doi-asserted-by":"publisher","award":["LQ21F010012"],"award-info":[{"award-number":["LQ21F010012"]}],"id":[{"id":"10.13039\/501100004731","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Singapore Ministry of Education Academic Research Fund","award":["Tier 1 RG90\/22"],"award-info":[{"award-number":["Tier 1 RG90\/22"]}]},{"name":"Singapore Ministry of Education Academic Research Fund","award":["Tier 1 RG97\/20"],"award-info":[{"award-number":["Tier 1 RG97\/20"]}]},{"name":"Singapore Ministry of Education Academic Research Fund","award":["Tier 1 RG24\/20"],"award-info":[{"award-number":["Tier 1 RG24\/20"]}]},{"name":"Singapore Ministry of Education Academic Research Fund","award":["Tier 2 MOE2019-T2-1-176"],"award-info":[{"award-number":["Tier 2 MOE2019-T2-1-176"]}]},{"name":"NTU-Wallenberg AI, Autonomous Systems and Software Program (WASP) Joint Project"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Internet Things J."],"published-print":{"date-parts":[[2023,11,1]]},"DOI":"10.1109\/jiot.2023.3278256","type":"journal-article","created":{"date-parts":[[2023,5,19]],"date-time":"2023-05-19T17:47:26Z","timestamp":1684518446000},"page":"19027-19042","source":"Crossref","is-referenced-by-count":6,"title":["A Random Access Scheme for Federated Learning Over Massive MIMO Systems"],"prefix":"10.1109","volume":"10","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5598-8306","authenticated-orcid":false,"given":"Huimei","family":"Han","sequence":"first","affiliation":[{"name":"College of Information Engineering, Key Laboratory of Communication Networks and Applications of Zhejiang Province, Zhejiang University of Technology, Hangzhou, P.R. China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3004-7091","authenticated-orcid":false,"given":"Jun","family":"Zhao","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Nanyang Technological University, Jurong West, Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xinyu","family":"Zhou","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Nanyang Technological University, Jurong West, Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/GlobalSIP45357.2019.8969185"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/VTCSpring.2018.8417893"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2017.2660489"},{"key":"ref34","author":"grijpink","year":"2018","journal-title":"The road to 5G The inevitable growth of infrastructure cost"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2019.2961673"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2021.3100574"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3002988"},{"key":"ref36","year":"2016","journal-title":"TensorFlow Tutorials Convolutional Neural Networks"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1561\/9781680837896"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2022.3151873"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2021.3090323"},{"key":"ref33","article-title":"Over-the-air federated learning from heterogeneous data","author":"sery","year":"2020","journal-title":"arXiv 2009 12787"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2011.2164053"},{"key":"ref32","article-title":"Cooperative SGD: A unified framework for the design and analysis of communication-efficient SGD algorithms","author":"wang","year":"2018","journal-title":"arXiv 1808 07576"},{"key":"ref2","year":"2020","journal-title":"Number of Connected IoT Devices Will Surge to 125 Billion by 2030"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2015.2444095"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2020.3019312"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2019.2934956"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3183295"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3038407"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2019.2960247"},{"key":"ref23","article-title":"FedAvg with fine tuning: Local updates lead to representation learning","author":"collins","year":"2022","journal-title":"arXiv 2205 13692"},{"key":"ref26","first-page":"176","article-title":"Congestion control through dynamic access class barring for bursty MTC traffic in future cellular networks","author":"shah","year":"2018","journal-title":"Proc Int Conf Front Inf Technol (FIT)"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2019.2912942"},{"key":"ref20","article-title":"Distributed over-the-air computing for fast distributed optimization: Beamforming design and convergence analysis","author":"lin","year":"2022","journal-title":"arXiv 2204 06876"},{"key":"ref22","first-page":"1","article-title":"On the convergence of FedAvg on non-iid data","author":"li","year":"2020","journal-title":"Proc Int Conf Learn Represent (ICLR)"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/JSAIT.2021.3054610"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2021.3088057"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2021.3053990"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.3233\/IA-200075"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2019.2956472"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2019.2960243"},{"key":"ref9","article-title":"Fast uplink grant for NOMA: A federated learning based approach","author":"habachi","year":"2019","journal-title":"arXiv 1904 07975"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2022.109094"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2021.3090430"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.001.1900370"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2020.2975749"}],"container-title":["IEEE Internet of Things Journal"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6488907\/10288305\/10130012.pdf?arnumber=10130012","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,6]],"date-time":"2023-11-06T19:43:18Z","timestamp":1699299798000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10130012\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,11,1]]},"references-count":37,"journal-issue":{"issue":"21"},"URL":"https:\/\/doi.org\/10.1109\/jiot.2023.3278256","relation":{},"ISSN":["2327-4662","2372-2541"],"issn-type":[{"value":"2327-4662","type":"electronic"},{"value":"2372-2541","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,11,1]]}}}