{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,13]],"date-time":"2026-04-13T20:54:58Z","timestamp":1776113698106,"version":"3.50.1"},"reference-count":42,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100018537","name":"National Science and Technology Major Project","doi-asserted-by":"publisher","award":["2025ZD1302300"],"award-info":[{"award-number":["2025ZD1302300"]}],"id":[{"id":"10.13039\/501100018537","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100010296","name":"Natural Science Foundation on Frontier Leading Technology Basic Research Project of Jiangsu","doi-asserted-by":"publisher","award":["BK20222001"],"award-info":[{"award-number":["BK20222001"]}],"id":[{"id":"10.13039\/501100010296","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"crossref","award":["U25B2007"],"award-info":[{"award-number":["U25B2007"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"crossref","award":["U1936201"],"award-info":[{"award-number":["U1936201"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"crossref","award":["61971128"],"award-info":[{"award-number":["61971128"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"crossref","award":["62171474"],"award-info":[{"award-number":["62171474"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"crossref","award":["62225107"],"award-info":[{"award-number":["62225107"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"crossref","award":["2242022k60002"],"award-info":[{"award-number":["2242022k60002"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"crossref"}]},{"name":"Top-Ten Technological Projects for Hunan Province in 2025","award":["2025QK1009"],"award-info":[{"award-number":["2025QK1009"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Commun."],"published-print":{"date-parts":[[2026]]},"DOI":"10.1109\/tcomm.2026.3679264","type":"journal-article","created":{"date-parts":[[2026,3,30]],"date-time":"2026-03-30T20:06:24Z","timestamp":1774901184000},"page":"6904-6921","source":"Crossref","is-referenced-by-count":0,"title":["High-Fidelity Digital Twin Channel Modeling for RIS-Assisted Wireless Communication Systems"],"prefix":"10.1109","volume":"74","author":[{"ORCID":"https:\/\/orcid.org\/0009-0003-8978-4541","authenticated-orcid":false,"given":"Yin","family":"Fang","sequence":"first","affiliation":[{"name":"School of Information Science and Engineering and the National Mobile Communications Research Laboratory, Southeast University, Nanjing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6153-0505","authenticated-orcid":false,"given":"Shu","family":"Xu","sequence":"additional","affiliation":[{"name":"School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-3514-1897","authenticated-orcid":false,"given":"Chao","family":"Fang","sequence":"additional","affiliation":[{"name":"School of Information Science and Engineering and the National Mobile Communications Research Laboratory, Southeast University, Nanjing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0549-4970","authenticated-orcid":false,"given":"Shiwen","family":"He","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Central South University, Changsha, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4689-7226","authenticated-orcid":false,"given":"Chunguo","family":"Li","sequence":"additional","affiliation":[{"name":"School of Information Science and Engineering and the National Mobile Communications Research Laboratory, Southeast University, Nanjing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3616-4616","authenticated-orcid":false,"given":"Yongming","family":"Huang","sequence":"additional","affiliation":[{"name":"School of Information Science and Engineering and the National Mobile Communications Research Laboratory, Southeast University, Nanjing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1474-1806","authenticated-orcid":false,"given":"Luxi","family":"Yang","sequence":"additional","affiliation":[{"name":"School of Information Science and Engineering and the National Mobile Communications Research Laboratory, Southeast University, Nanjing, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.004.2200136"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2021.3136563"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2022.3156732"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2021.3071836"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2021.3107494"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2024.3447570"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2021.3100148"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2024.3374352"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2022.3198793"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2022.3149416"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOMW.2017.8116491"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2018.1700701"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1155\/2018\/9783863"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2019.1800635"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2022.3176316"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2021.3092716"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-019-04094-0"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/tmlcn.2025.3571026"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2025.3600286"},{"key":"ref20","first-page":"3481","article-title":"Which training methods for GANs do actually converge?","volume-title":"Proc. 35th Int. Conf. Mach. Learn.","volume":"80","author":"Mescheder"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2022.3208773"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICCWorkshops57953.2023.10283592"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICC51166.2024.10622316"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/SPAWC51858.2021.9593108"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2024.3358980"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2024.3511705"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2025.3584798"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3038787"},{"key":"ref29","article-title":"Flow straight and fast: Learning to generate and transfer data with rectified flow","author":"Liu","year":"2022","journal-title":"arXiv:2209.03003"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.00387"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TGCN.2023.3259579"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2021.3113954"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2021.3123131"},{"key":"ref34","article-title":"Denoising diffusion probabilistic models","author":"Ho","year":"2020","journal-title":"arXiv:2006.11239"},{"key":"ref35","first-page":"11918","article-title":"Generative modeling by estimating gradients of the data distribution","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"32","author":"Song"},{"key":"ref36","article-title":"Flow matching for generative modeling","author":"Lipman","year":"2022","journal-title":"arXiv:2210.02747"},{"key":"ref37","article-title":"Sora: A review on background, technology, limitations, and opportunities of large vision models","author":"Liu","year":"2024","journal-title":"arXiv:2402.17177"},{"key":"ref38","article-title":"PIXART-$\\delta$\n: Fast and controllable image generation with latent consistency models","author":"Chen","year":"2024","journal-title":"arXiv:2401.05252"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2022.3220784"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2024.3425470"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2021.3100493"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ICC40277.2020.9149229"}],"container-title":["IEEE Transactions on Communications"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/26\/11320979\/11457984.pdf?arnumber=11457984","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,13]],"date-time":"2026-04-13T19:36:16Z","timestamp":1776108976000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11457984\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":42,"URL":"https:\/\/doi.org\/10.1109\/tcomm.2026.3679264","relation":{},"ISSN":["0090-6778","1558-0857"],"issn-type":[{"value":"0090-6778","type":"print"},{"value":"1558-0857","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]}}}