{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,21]],"date-time":"2026-07-21T04:23:13Z","timestamp":1784607793274,"version":"3.55.0"},"reference-count":53,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"10","license":[{"start":{"date-parts":[[2020,10,1]],"date-time":"2020-10-01T00:00:00Z","timestamp":1601510400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,10,1]],"date-time":"2020-10-01T00:00:00Z","timestamp":1601510400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,10,1]],"date-time":"2020-10-01T00:00:00Z","timestamp":1601510400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"Broadband Wireless Access and Applications Center"},{"DOI":"10.13039\/100000001","name":"NSF","doi-asserted-by":"publisher","award":["1822071"],"award-info":[{"award-number":["1822071"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"NSF","doi-asserted-by":"publisher","award":["CAREER 1651492"],"award-info":[{"award-number":["CAREER 1651492"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"NSF","doi-asserted-by":"publisher","award":["CNS 1715947"],"award-info":[{"award-number":["CNS 1715947"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"name":"2018 Keysight Early Career Professor Award"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Wireless Commun."],"published-print":{"date-parts":[[2020,10]]},"DOI":"10.1109\/twc.2020.3004386","type":"journal-article","created":{"date-parts":[[2020,6,30]],"date-time":"2020-06-30T20:57:46Z","timestamp":1593550666000},"page":"6621-6642","source":"Crossref","is-referenced-by-count":92,"title":["Deep Learning for SVD and Hybrid Beamforming"],"prefix":"10.1109","volume":"19","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2322-9639","authenticated-orcid":false,"given":"Ture","family":"Peken","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2764-1612","authenticated-orcid":false,"given":"Sudarshan","family":"Adiga","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6182-6098","authenticated-orcid":false,"given":"Ravi","family":"Tandon","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7743-0832","authenticated-orcid":false,"given":"Tamal","family":"Bose","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2014.6736746"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2017.1600422CM"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2016.2525418"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2015.7010533"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2013.2260813"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2013.090513.120848"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2017.1600400"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2666782"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2014.2334278"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2014.011714.130846"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ITA.2013.6522603"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2015.2455980"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2014.7037444"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2017.2758370"},{"key":"ref15","first-page":"1","article-title":"Deep learning based MIMO communications","volume":"abs\/1707.07980","author":"O\u2018Shea","year":"2017","journal-title":"CoRR"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2018.2848294"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2018.2851783"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2019.1900027"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/BF02163027"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/SUPERC.1990.129995"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1049\/el:19920495"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/0893-6080(89)90014-2"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2019.2949122"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2019.2943466"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2017.7997065"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2018.2818649"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2850226"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2019.2893928"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2900008"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ITA.2018.8503086"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298594"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2013.6638947"},{"key":"ref33","first-page":"396","article-title":"Handwritten digit recognition with a back-propagation network","volume-title":"Proc. Int. Conf. Neural Inf. Process. Syst.","author":"Cun"},{"key":"ref34","volume-title":"Deep Learning","author":"Goodfellow","year":"2016"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.497"},{"key":"ref36","first-page":"1","article-title":"An empirical evaluation of generic convolutional and recurrent networks for sequence modeling","volume":"abs\/1803.01271","author":"Bai","year":"2018","journal-title":"CoRR"},{"key":"ref37","first-page":"1","article-title":"Model compression via distillation and quantization","volume-title":"Proc. Int. Conf. Learn. Representations (ICLR)","author":"Polino"},{"key":"ref38","first-page":"1","article-title":"Estimating or propagating gradients through stochastic neurons for conditional computation","volume":"abs\/1308.3432","author":"Bengio","year":"2013","journal-title":"CoRR"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2015.2390637"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2002.803355"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2006.1687754"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2001.937059"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2014.2328154"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/RWS.2012.6175397"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.1987.1146527"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2003.820144"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9781139020411"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2016.12.038"},{"key":"ref49","first-page":"1","article-title":"Fast and accurate deep network learning by exponential linear units (ELUs)","volume-title":"Proc. Int. Conf. Learn. Representations (ICLR)","author":"Clevert"},{"key":"ref50","first-page":"1","article-title":"Adam: A method for stochastic optimization","volume-title":"Proc. Int. Conf. Learn. Representations (ICLR)","author":"Kingma"},{"key":"ref51","first-page":"265","article-title":"TensorFlow: A system for large-scale machine learning","volume-title":"Proc. 12th USENIX Conf. (OSDI)","author":"Abadi"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7299173"},{"key":"ref53","volume-title":"Keras","author":"Branchaud-Charron"}],"container-title":["IEEE Transactions on Wireless Communications"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7693\/9218016\/09130130.pdf?arnumber=9130130","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,24]],"date-time":"2024-01-24T01:39:09Z","timestamp":1706060349000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9130130\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,10]]},"references-count":53,"journal-issue":{"issue":"10"},"URL":"https:\/\/doi.org\/10.1109\/twc.2020.3004386","relation":{},"ISSN":["1536-1276","1558-2248"],"issn-type":[{"value":"1536-1276","type":"print"},{"value":"1558-2248","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,10]]}}}