{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,11]],"date-time":"2026-05-11T01:43:36Z","timestamp":1778463816068,"version":"3.51.4"},"reference-count":37,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2021,4,1]],"date-time":"2021-04-01T00:00:00Z","timestamp":1617235200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"National Key Research and Development Program of China","award":["2018AAA0102401"],"award-info":[{"award-number":["2018AAA0102401"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61831013"],"award-info":[{"award-number":["61831013"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61771274"],"award-info":[{"award-number":["61771274"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Shenzhen Special Projects for the Development of Strategic Emerging Industries","award":["201806081439290640"],"award-info":[{"award-number":["201806081439290640"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Wireless Commun."],"published-print":{"date-parts":[[2021,4]]},"DOI":"10.1109\/twc.2020.3042074","type":"journal-article","created":{"date-parts":[[2020,12,10]],"date-time":"2020-12-10T02:52:57Z","timestamp":1607568777000},"page":"2398-2412","source":"Crossref","is-referenced-by-count":161,"title":["Deep Learning for Channel Estimation: Interpretation, Performance, and Comparison"],"prefix":"10.1109","volume":"20","author":[{"given":"Qiang","family":"Hu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Feifei","family":"Gao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hao","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shi","family":"Jin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Geoffrey Ye","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1176347632"},{"key":"ref32","author":"mendenhall","year":"2012","journal-title":"Introduction to Probability and Statistics"},{"key":"ref31","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-2545-2","author":"van der vaart","year":"1996","journal-title":"Weak Convergence and Empirical Processes"},{"key":"ref30","author":"royden","year":"2010","journal-title":"Real Analysis"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2014.2350018"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2019.1800447"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2011.2178495"},{"key":"ref34","doi-asserted-by":"crossref","first-page":"1345","DOI":"10.1109\/TKDE.2009.191","article-title":"A survey on transfer learning","volume":"22","author":"jialin pan","year":"2010","journal-title":"IEEE Trans Knowl Data Eng"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2019.2897134"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2019.2957798"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2018.2851783"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2901066"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2019.2898944"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2019.2934851"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2017.2784180"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOMW.2018.8644250"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.2970707"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2018.2818160"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/26.990908"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2019.1800601"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/4234.749355"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2018.1701050"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2018.2832128"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2019.2895823"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2018.2872122"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2018.2874264"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2017.2757490"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2018.2877965"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2017.2758370"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/CC.2017.8233654"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/BF02551274"},{"key":"ref22","first-page":"315","article-title":"Deep sparse rectifier neural networks","author":"glorot","year":"2011","journal-title":"Proc 14th Int Conf Art Intell Stat (AISTATS)"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/0893-6080(89)90020-8"},{"key":"ref24","first-page":"2847","article-title":"On the expressive power of deep neural networks","author":"raghu","year":"2017","journal-title":"Proc 34th Int Conf Mach Learn (ICML)"},{"key":"ref23","first-page":"2924","article-title":"On the number of linear regions of deep neural networks","author":"mont\u00fafar","year":"2014","journal-title":"Proc Adv Neural Inf Process Syst (NeuraIPS)"},{"key":"ref26","author":"kay","year":"1993","journal-title":"Fundamentals of Statistical Signal Processing"},{"key":"ref25","first-page":"1","article-title":"Understanding deep neural networks with rectified linear units","author":"arora","year":"2018","journal-title":"Proc Int Conf Learn Represent (ICLR)"}],"container-title":["IEEE Transactions on Wireless Communications"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7693\/9399373\/09288911.pdf?arnumber=9288911","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,26]],"date-time":"2022-01-26T18:18:26Z","timestamp":1643221106000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9288911\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,4]]},"references-count":37,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/twc.2020.3042074","relation":{},"ISSN":["1536-1276","1558-2248"],"issn-type":[{"value":"1536-1276","type":"print"},{"value":"1558-2248","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,4]]}}}