{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,6]],"date-time":"2026-03-06T18:47:52Z","timestamp":1772822872356,"version":"3.50.1"},"reference-count":43,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"7","license":[{"start":{"date-parts":[[2021,7,1]],"date-time":"2021-07-01T00:00:00Z","timestamp":1625097600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,7,1]],"date-time":"2021-07-01T00:00:00Z","timestamp":1625097600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,7,1]],"date-time":"2021-07-01T00:00:00Z","timestamp":1625097600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Commun."],"published-print":{"date-parts":[[2021,7]]},"DOI":"10.1109\/tcomm.2021.3071536","type":"journal-article","created":{"date-parts":[[2021,4,7]],"date-time":"2021-04-07T19:51:11Z","timestamp":1617825071000},"page":"4476-4488","source":"Crossref","is-referenced-by-count":17,"title":["Multi-Objective DNN-Based Precoder for MIMO Communications"],"prefix":"10.1109","volume":"69","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0672-2907","authenticated-orcid":false,"given":"Xinliang","family":"Zhang","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3357-4660","authenticated-orcid":false,"given":"Mojtaba","family":"Vaezi","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/CACSD.2002.1036966"},{"key":"ref38","author":"nocedal","year":"2006","journal-title":"Numerical Optimization"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.123"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2011.2111750"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ISIT.2004.1365211"},{"key":"ref30","author":"golub","year":"2012","journal-title":"Matrix Computations"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2015.2496236"},{"key":"ref36","author":"grant","year":"2014","journal-title":"CVX Matlab Software for Disciplined Convex Programming Version 2 1"},{"key":"ref35","doi-asserted-by":"crossref","first-page":"9","DOI":"10.1007\/978-3-642-35289-8_3","article-title":"Efficient backprop","volume":"7700","author":"lecun","year":"2012","journal-title":"Neural Networks Tricks Trade"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/23.589532"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2015.2477050"},{"key":"ref40","volume":"1","author":"goodfellow","year":"2016","journal-title":"Deep Learning"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2006.872578"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2012.2210710"},{"key":"ref13","doi-asserted-by":"crossref","first-page":"436","DOI":"10.1038\/nature14539","article-title":"Deep learning","volume":"521","author":"lecun","year":"2015","journal-title":"Nature"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2017.2722478"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICC40277.2020.9149424"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2019.8761681"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/GCWkshps45667.2019.9024579"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1002\/9781119562306"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2018.2859392"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2015.7248870"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2013.031813.120224"},{"key":"ref27","doi-asserted-by":"crossref","first-page":"2547","DOI":"10.1109\/TIT.2008.2011448","article-title":"A note on the secrecy capacity of the multiple-antenna wiretap channel","volume":"55","author":"liu","year":"2009","journal-title":"IEEE Trans Inf Theory"},{"key":"ref3","author":"cover","year":"2006","journal-title":"Elements of Information Theory"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ISIT.2012.6283927"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2019.2946088"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2017.2681942"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2020.3036439"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2013.130906"},{"key":"ref2","year":"2020","journal-title":"COVID-19 Impact on Digital Communications in the U S 2020"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2017.2729541"},{"key":"ref1","article-title":"A DNN-based multi-objective precoding for Gaussian MIMO networks","author":"zhang","year":"2020","journal-title":"Proc IEEE Global Communications Conf GLOBECOM"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2019.2947418"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2017.2758370"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2018.2808490"},{"key":"ref42","article-title":"Accurate, large minibatch SGD: Training ImageNet in 1 hour","author":"goyal","year":"2017","journal-title":"arXiv 1706 02677"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1186\/1687-1499-2014-57"},{"key":"ref41","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2014","journal-title":"arXiv 1412 6980"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/IEEECONF44664.2019.9048966"},{"key":"ref26","article-title":"Neural architecture search with reinforcement learning","author":"zoph","year":"2016","journal-title":"arXiv 1611 01578"},{"key":"ref43","article-title":"On large-batch training for deep learning: Generalization gap and sharp minima","author":"shirish keskar","year":"2016","journal-title":"arXiv 1609 04836"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/0893-6080(89)90020-8"}],"container-title":["IEEE Transactions on Communications"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/26\/9483878\/09398700.pdf?arnumber=9398700","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T14:48:37Z","timestamp":1652194117000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9398700\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,7]]},"references-count":43,"journal-issue":{"issue":"7"},"URL":"https:\/\/doi.org\/10.1109\/tcomm.2021.3071536","relation":{},"ISSN":["0090-6778","1558-0857"],"issn-type":[{"value":"0090-6778","type":"print"},{"value":"1558-0857","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,7]]}}}