{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,11]],"date-time":"2025-04-11T05:01:30Z","timestamp":1744347690246,"version":"3.37.3"},"reference-count":42,"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:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"ELLIIT"},{"name":"KAW Foundation"},{"name":"Research Grants Council of the Hong Kong Special Administrative Region, China","award":["HKU RFS2122-7S04"],"award-info":[{"award-number":["HKU RFS2122-7S04"]}]},{"name":"RGC","award":["17208319","17209917"],"award-info":[{"award-number":["17208319","17209917"]}]},{"name":"Key R&amp;D Program of Shaanxi","award":["2021KWZ-05"],"award-info":[{"award-number":["2021KWZ-05"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Signal Process."],"published-print":{"date-parts":[[2022]]},"DOI":"10.1109\/tsp.2022.3182484","type":"journal-article","created":{"date-parts":[[2022,6,13]],"date-time":"2022-06-13T20:25:03Z","timestamp":1655151903000},"page":"3328-3342","source":"Crossref","is-referenced-by-count":4,"title":["Analog MIMO Communication for One-Shot Distributed Principal Component Analysis"],"prefix":"10.1109","volume":"70","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5772-1875","authenticated-orcid":false,"given":"Xu","family":"Chen","sequence":"first","affiliation":[{"name":"Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"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":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8773-4629","authenticated-orcid":false,"given":"Kaibin","family":"Huang","sequence":"additional","affiliation":[{"name":"Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2020.2986024"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.1900103"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.2000200"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3006042"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3002719"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2002.804287"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/34.598228"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1002\/wics.101"},{"key":"ref9","article-title":"EigenGame: PCA as a Nash equilibrium","volume-title":"Proc. Int. Conf. Learn. Repr.","author":"Gemp","year":"2021"},{"key":"ref10","first-page":"3113","article-title":"Improved distributed principal component analysis","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Balcan","year":"2014"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1214\/18-AOS1713"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1137\/20M1364862"},{"key":"ref13","first-page":"1203","article-title":"Communication-efficient algorithms for distributed stochastic principal component analysis","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Garber","year":"2017"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.2021.1886937"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/SPAWC51858.2021.9593170"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1137\/130908257"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1002\/ett.4460100604"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3039309"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/18.978730"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2008.2011512"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/18.825818"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/18.868472"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2006.870543"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2010.2046225"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2019.2961673"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2018.2871070"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2015.2407368"},{"key":"ref28","first-page":"6453","article-title":"Federated principal component analysis","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Grammenos","year":"2020"},{"key":"ref29","first-page":"560","article-title":"signSGD: Compressed optimisation for non-convex problems","volume-title":"Proc. Intl. Conf. Mach. Learn.","volume":"80","author":"Bernstein","year":"2018"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2018.2873542"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1093\/acprof:oso\/9780198510581.001.0001"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9781139020411"},{"key":"ref33","first-page":"4465","article-title":"Communication-efficient distributed PCA by Riemannian optimization","volume-title":"Proc. Int. Conf. Mach. Learn.","volume":"119","author":"Huang","year":"2020"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.011.2000467"},{"key":"ref35","volume-title":"Statistics on Special Manifolds","volume":"174","author":"Chikuse","year":"2012"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2004.833474"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2003.813513"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/26.950343"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/SPAWC51304.2022.9834030"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.laa.2004.05.002"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1080\/02331889708802613"},{"key":"ref42","article-title":"Fantope projection and selection: A near-optimal convex relaxation of sparse PCA","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Vu","year":"2013"}],"container-title":["IEEE Transactions on Signal Processing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/78\/9675017\/09795133.pdf?arnumber=9795133","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,1]],"date-time":"2024-02-01T04:38:24Z","timestamp":1706762304000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9795133\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"references-count":42,"URL":"https:\/\/doi.org\/10.1109\/tsp.2022.3182484","relation":{},"ISSN":["1053-587X","1941-0476"],"issn-type":[{"type":"print","value":"1053-587X"},{"type":"electronic","value":"1941-0476"}],"subject":[],"published":{"date-parts":[[2022]]}}}