{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,14]],"date-time":"2026-01-14T20:31:11Z","timestamp":1768422671731,"version":"3.49.0"},"reference-count":47,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2023,2,1]],"date-time":"2023-02-01T00:00:00Z","timestamp":1675209600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,2,1]],"date-time":"2023-02-01T00:00:00Z","timestamp":1675209600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,2,1]],"date-time":"2023-02-01T00:00:00Z","timestamp":1675209600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"Shanghai Science and Technology Innovation Action Plan With Project","award":["21220713100"],"award-info":[{"award-number":["21220713100"]}]},{"DOI":"10.13039\/100007219","name":"Natural Science Foundation of Shanghai","doi-asserted-by":"publisher","award":["22ZR1465100"],"award-info":[{"award-number":["22ZR1465100"]}],"id":[{"id":"10.13039\/100007219","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2020YFA0711400"],"award-info":[{"award-number":["2020YFA0711400"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Science Foundation China","doi-asserted-by":"publisher","award":["61831018"],"award-info":[{"award-number":["61831018"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"CCF-Baidu Open Fund","award":["OF2021021"],"award-info":[{"award-number":["OF2021021"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Wireless Commun."],"published-print":{"date-parts":[[2023,2]]},"DOI":"10.1109\/twc.2022.3198881","type":"journal-article","created":{"date-parts":[[2022,8,22]],"date-time":"2022-08-22T19:53:41Z","timestamp":1661198021000},"page":"872-888","source":"Crossref","is-referenced-by-count":18,"title":["One Bit Aggregation for Federated Edge Learning With Reconfigurable Intelligent Surface: Analysis and Optimization"],"prefix":"10.1109","volume":"22","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4889-8978","authenticated-orcid":false,"given":"Heju","family":"Li","sequence":"first","affiliation":[{"name":"College of Electronics and Information Engineering, Tongji University, Shanghai, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2974-0972","authenticated-orcid":false,"given":"Rui","family":"Wang","sequence":"additional","affiliation":[{"name":"College of Electronics and Information Engineering and the Shanghai Institute of Intelligent Science and Technology, Tongji University, Shanghai, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1059-3642","authenticated-orcid":false,"given":"Wei","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Electrical Engineering and Telecommunications, University of New South Wales, Sydney, NSW, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7090-8653","authenticated-orcid":false,"given":"Jun","family":"Wu","sequence":"additional","affiliation":[{"name":"School of Computer Science, Fudan University, Shanghai, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM48099.2022.10001550"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2021.3118346"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2019.2934002"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2020.2975749"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.001.1900119"},{"key":"ref6","first-page":"560","article-title":"signSGD: Compressed optimisation for non-convex problems","volume-title":"Proc. 35th Int. Conf. Mach. Learn.","author":"Bernstein"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3039309"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2019.2946245"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.2974748"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/GlobalSIP45357.2019.8969185"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP40776.2020.9054634"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3024629"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3015671"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2020.3015268"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2020.3028309"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2019.2936025"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2021.3098632"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TGCN.2021.3126795"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2021.3099505"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2021.3086116"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/twc.2022.3181214"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2020.2968303"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.2994455"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2018.2816577"},{"key":"ref25","article-title":"Intelligent reflecting surface assisted wireless communication: Modeling and channel estimation","author":"Nadeem","year":"2019","journal-title":"arXiv:1906.02360"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/DCOSS.2019.00072"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.2970061"},{"key":"ref28","article-title":"Natasha 2: Faster non-convex optimization than SGD","author":"Allen-Zhu","year":"2017","journal-title":"arXiv:1708.08694"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/s10957-010-9700-7"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2003.814350"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2020.3007044"},{"issue":"1","key":"ref32","first-page":"2909","article-title":"CVXPY: A Python-embedded modeling language for convex optimization","volume":"17","author":"Diamond","year":"2016","journal-title":"J. Mach. Learn. Res."},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2016.2544578"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2021.3068225"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2010.936019"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2018.2840157"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM38437.2019.9013643"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2017.2679708"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2019.2961673"},{"issue":"1","key":"ref40","first-page":"289","article-title":"Convex analysis approach to DC programming: Theory, algorithms and applications","volume":"22","author":"Tao","year":"1997","journal-title":"Acta Math. Vietnamica"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1137\/1.9780898718829"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2019.2958916"},{"key":"ref43","article-title":"Fashion-MNIST: A novel image dataset for benchmarking machine learning algorithms","author":"Xiao","year":"2017","journal-title":"arXiv:1708.07747"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM42002.2020.9347976"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOMW.2018.8644519"},{"key":"ref46","volume-title":"Theoria Combinationis Observationum Erroribus Minimis Obnoxiae","volume":"2","author":"Gauss","year":"1823"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/1177728178"}],"container-title":["IEEE Transactions on Wireless Communications"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7693\/10042160\/09864124.pdf?arnumber=9864124","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,14]],"date-time":"2024-03-14T02:31:00Z","timestamp":1710383460000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9864124\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,2]]},"references-count":47,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/twc.2022.3198881","relation":{},"ISSN":["1536-1276","1558-2248"],"issn-type":[{"value":"1536-1276","type":"print"},{"value":"1558-2248","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,2]]}}}