{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,27]],"date-time":"2026-06-27T15:43:46Z","timestamp":1782575026277,"version":"3.54.5"},"reference-count":60,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/100014013","name":"U.K. Research and Innovation Future Leaders Fellowships","doi-asserted-by":"publisher","award":["MR\/S017666\/1"],"award-info":[{"award-number":["MR\/S017666\/1"]}],"id":[{"id":"10.13039\/100014013","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001729","name":"ELLIIT","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001729","id-type":"DOI","asserted-by":"publisher"}]},{"name":"KAW Foundation"},{"DOI":"10.13039\/100014013","name":"U.K. Research and Innovation Future Leaders Fellowships","doi-asserted-by":"publisher","award":["MR\/S017666\/1"],"award-info":[{"award-number":["MR\/S017666\/1"]}],"id":[{"id":"10.13039\/100014013","id-type":"DOI","asserted-by":"publisher"}]},{"name":"FMJH Program Gaspard Monge for Optimization and Operations Research and their Interactions with Data Science"},{"name":"Public Grant as part of the Investissement d\u2019avenir Project","award":["ANR-11-LABX-0056-LMH"],"award-info":[{"award-number":["ANR-11-LABX-0056-LMH"]}]},{"DOI":"10.13039\/501100001729","name":"ELLIIT","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001729","id-type":"DOI","asserted-by":"publisher"}]},{"name":"KAW Foundation"},{"DOI":"10.13039\/501100000038","name":"Natural Sciences and Engineering Research Council of Canada","doi-asserted-by":"publisher","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":[[2022]]},"DOI":"10.1109\/ojcoms.2022.3222749","type":"journal-article","created":{"date-parts":[[2022,11,16]],"date-time":"2022-11-16T20:42:25Z","timestamp":1668631345000},"page":"2329-2346","source":"Crossref","is-referenced-by-count":24,"title":["Energy-Efficient Massive MIMO for Federated Learning: Transmission Designs and Resource Allocations"],"prefix":"10.1109","volume":"3","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8342-4567","authenticated-orcid":false,"given":"Tung Thanh","family":"Vu","sequence":"first","affiliation":[{"name":"Institute of Electronics, Communications, and Information Technology, Queen&#x2019;s University Belfast, Belfast, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3367-2220","authenticated-orcid":false,"given":"Hien Quoc","family":"Ngo","sequence":"additional","affiliation":[{"name":"Institute of Electronics, Communications, and Information Technology, Queen&#x2019;s University Belfast, Belfast, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8074-6675","authenticated-orcid":false,"given":"Minh N.","family":"Dao","sequence":"additional","affiliation":[{"name":"School of Science, RMIT University, Melbourne, VIC, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4612-3044","authenticated-orcid":false,"given":"Duy Trong","family":"Ngo","sequence":"additional","affiliation":[{"name":"School of Engineering, The University of Newcastle, Callaghan, NSW, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7599-4367","authenticated-orcid":false,"given":"Erik G.","family":"Larsson","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering, Link&#x00F6;ping University, Link&#x00F6;ping, Sweden"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9308-8894","authenticated-orcid":false,"given":"Tho","family":"Le-Ngoc","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, McGill University, Montreal, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2022.3153068"},{"key":"ref38","first-page":"1273","article-title":"Communication-efficient learning of deep networks from Decentralized data","author":"mcmahan","year":"2017","journal-title":"Proc Int Conf Artif Intell Stat (AISTATS)"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2020.3035770"},{"key":"ref32","first-page":"111","article-title":"Asynchronous federated learning on heterogeneous devices: A survey","volume":"37","author":"xu","year":"2021","journal-title":"ACM Comput Surveys"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM46510.2021.9685968"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9781316799895"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2019.8737464"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2019.2944481"},{"key":"ref35","first-page":"21394","article-title":"Personalized federated learning with Moreau envelopes","volume":"33","author":"dinh","year":"2020","journal-title":"Proc Adv Neural Inf Process Syst (NeurIPS)"},{"key":"ref34","first-page":"5132","article-title":"SCAFFOLD: Stochastic controlled averaging for federated learning","volume":"119","author":"karimireddy","year":"2020","journal-title":"Proc Int Conf Mach Learn (ICML)"},{"key":"ref60","year":"2010"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2022.3196463"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3038407"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2015.2400437"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.001.1900287"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/MCOMSTD.001.2000038"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2021.3088910"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3024629"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2022.3150004"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/SPAWC51304.2022.9834030"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3002988"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ICC45855.2022.9838988"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/SPAWC51858.2021.9593248"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2017.2777987"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1561\/2000000093"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1287\/opre.26.4.681"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2016.2633262"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2020.3030780"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2013.122013.130239"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2014.2324588"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2018.2834370"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2018.2866458"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3003744"},{"key":"ref10","article-title":"Research brief: Exponential data growth&#x2014;Constant ICT footprints","year":"2018"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2021.3121067"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2021.3090430"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.2000200"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.1900461"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.23919\/JCC.2020.09.009"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM42981.2021.9488839"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2022.3147236"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2022.3143259"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2021.3138394"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3037554"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3087136"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2019.1800418"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/OJCOMS.2021.3075201"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/MCI.2019.2954643"},{"key":"ref8","article-title":"Ericsson mobility report","year":"2021"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2017.2655515"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/MSEC.2020.3039941"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3390\/su10093027"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2021.3125798"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2022.3143217"},{"key":"ref48","first-page":"1","article-title":"Straggler effect mitigation for federated learning in cell-free massive MIMO networks","author":"vu","year":"2021","journal-title":"Proc IEEE Int Conf Commun (ICC)"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1561\/2000000114"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2021.3065920"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2019.2961673"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2021.3130111"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ICC45855.2022.9838988"}],"container-title":["IEEE Open Journal of the Communications Society"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8782661\/9702748\/09953187.pdf?arnumber=9953187","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,12,26]],"date-time":"2022-12-26T19:19:26Z","timestamp":1672082366000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9953187\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"references-count":60,"URL":"https:\/\/doi.org\/10.1109\/ojcoms.2022.3222749","relation":{},"ISSN":["2644-125X"],"issn-type":[{"value":"2644-125X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022]]}}}