{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,12]],"date-time":"2026-05-12T20:23:38Z","timestamp":1778617418822,"version":"3.51.4"},"reference-count":24,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,3,1]],"date-time":"2023-03-01T00:00:00Z","timestamp":1677628800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,3,1]],"date-time":"2023-03-01T00:00:00Z","timestamp":1677628800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100006190","name":"Research and Development","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100006190","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003819","name":"Natural Science Foundation of Hubei Province","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100003819","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,3]]},"DOI":"10.1109\/wcnc55385.2023.10119023","type":"proceedings-article","created":{"date-parts":[[2023,5,12]],"date-time":"2023-05-12T17:35:33Z","timestamp":1683912933000},"page":"1-6","source":"Crossref","is-referenced-by-count":4,"title":["Multi-Scale Supervised Learning-Based Channel Estimation for RIS-Aided Communication Systems"],"prefix":"10.1109","author":[{"given":"Jian","family":"Xiao","sequence":"first","affiliation":[{"name":"Central China Normal University,Department of Electronics and Information Engineering,Wuhan,China"}]},{"given":"Ji","family":"Wang","sequence":"additional","affiliation":[{"name":"Central China Normal University,Department of Electronics and Information Engineering,Wuhan,China"}]},{"given":"Wenwu","family":"Xie","sequence":"additional","affiliation":[{"name":"Hunan Institute of Science and Technology,School of Information Science and Engineering,Yueyang,China"}]},{"given":"Xinhua","family":"Wang","sequence":"additional","affiliation":[{"name":"Qingdao University,College of Electrical Engineering,Qingdao,China"}]},{"given":"Chaowei","family":"Wang","sequence":"additional","affiliation":[{"name":"Beijing University of Posts and Telecommunications,School of Electronic Engineering,Beijing,China"}]},{"given":"Hongbo","family":"Xu","sequence":"additional","affiliation":[{"name":"Central China Normal University,Department of Electronics and Information Engineering,Wuhan,China"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2021.3079322"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref12","first-page":"9223","article-title":"Channel estimation for semi-passive reconfigurable intelligent surfaces with enhanced deep residual networks","volume":"69","author":"jin","year":"2020","journal-title":"IEEE Trans Veh Technol"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2019.8683663"},{"key":"ref15","article-title":"Wide activation for efficient and accurate image super-resolution","author":"yu","year":"2018"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.618"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2017.2783541"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2019.2962796"},{"key":"ref22","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2014","journal-title":"Proc Int Conf Mach Learn (ICLR)"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2019.2898944"},{"key":"ref21","article-title":"Sgdr: Stochastic gradient descent with warm restarts","author":"loshchilov","year":"2017","journal-title":"Proc Int Conf Mach Learn (ICLR)"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2019.2922609"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2018.2844322"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1002\/9781118846728"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2021.3113954"},{"key":"ref19","first-page":"901","article-title":"Weight normalization: A simple reparameterization to accelerate training of deep neural networks","author":"salimans","year":"2016","journal-title":"Proc Neural Informat Process Syst (NIPS)"},{"key":"ref18","article-title":"5G channel model for bands up to 100 GHz","year":"0"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2021.3110305"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2020.3005402"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2022.3147590"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2021.3054004"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2022.3155305"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2020.3007057"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2020.2998357"}],"event":{"name":"2023 IEEE Wireless Communications and Networking Conference (WCNC)","location":"Glasgow, United Kingdom","start":{"date-parts":[[2023,3,26]]},"end":{"date-parts":[[2023,3,29]]}},"container-title":["2023 IEEE Wireless Communications and Networking Conference (WCNC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10118584\/10118587\/10119023.pdf?arnumber=10119023","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,6,12]],"date-time":"2023-06-12T17:52:04Z","timestamp":1686592324000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10119023\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,3]]},"references-count":24,"URL":"https:\/\/doi.org\/10.1109\/wcnc55385.2023.10119023","relation":{},"subject":[],"published":{"date-parts":[[2023,3]]}}}