{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,8]],"date-time":"2026-06-08T20:07:11Z","timestamp":1780949231489,"version":"3.54.1"},"reference-count":57,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"7","license":[{"start":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T00:00:00Z","timestamp":1782864000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T00:00:00Z","timestamp":1782864000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T00:00:00Z","timestamp":1782864000000},"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","award":["62571287"],"award-info":[{"award-number":["62571287"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004543","name":"China Scholarship Council","doi-asserted-by":"publisher","award":["202106960008"],"award-info":[{"award-number":["202106960008"]}],"id":[{"id":"10.13039\/501100004543","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Australian Research Council's Project Funding Scheme","award":["LP160101244"],"award-info":[{"award-number":["LP160101244"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. on Mobile Comput."],"published-print":{"date-parts":[[2026,7]]},"DOI":"10.1109\/tmc.2026.3665545","type":"journal-article","created":{"date-parts":[[2026,2,17]],"date-time":"2026-02-17T21:10:46Z","timestamp":1771362646000},"page":"10724-10739","source":"Crossref","is-referenced-by-count":0,"title":["Generative Radio Map-Assisted Channel Estimation in Low-Altitude Economy"],"prefix":"10.1109","volume":"25","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2358-9623","authenticated-orcid":false,"given":"Bin","family":"Yang","sequence":"first","affiliation":[{"name":"School of Electrical Engineering and Telecommunications, University of New South Wales, Sydney, NSW, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7289-1883","authenticated-orcid":false,"given":"Wei","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Information Science and Technology, Harbin Institute of Technology (Shenzhen), Shenzhen, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3915-8361","authenticated-orcid":false,"given":"Weizheng","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Information Science and Technology, Harbin Institute of Technology (Shenzhen), Shenzhen, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1059-3642","authenticated-orcid":false,"given":"Wei","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Electrical Engineering and Telecommunications, University of New South Wales, Sydney, NSW, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2019.2902862"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.23919\/JCIN.2024.10582826"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2023.3239189"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.2400685"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2021.3124512"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2019.2952892"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2901066"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/JCN.2013.000065"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2018.2818160"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2014.6736761"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2013.130213"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2007.908549"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/26.701317"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/26.701321"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2006.871582"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2020.2965517"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2005.858979"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2009.2016006"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2007.909108"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2024.3514141"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2019.1900271"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2017.2757490"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2019.2898944"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2022.3160517"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2022.3171697"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2020.3035326"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.23919\/JCIN.2024.10582829"},{"key":"ref31","article-title":"A comprehensive survey of AI-generated content (AIGC): A history of generative AI from GAN to ChatGPT","author":"Cao","year":"2023"},{"key":"ref32","first-page":"1","article-title":"Generative adversarial nets","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"27","author":"Goodfellow","year":"2014"},{"key":"ref33","article-title":"Conditional generative adversarial nets","author":"Mirza","year":"2014"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2025.3532204"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2022.3222763"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.23919\/JCIN.2023.10272348"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/ICC51166.2024.10622568"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2021.3054977"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2021.3088479"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2021.3118558"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2007.897979"},{"key":"ref42","article-title":"NR; Physical channels and modulation","year":"2024"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3228915"},{"key":"ref44","first-page":"1","article-title":"Adam: A method for stochastic optimization","volume-title":"Proc. Int. Conf. Learn. Representation","author":"Kingma","year":"2015"},{"key":"ref45","first-page":"214","article-title":"Wasserstein generative adversarial networks","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Arjovsky","year":"2017"},{"key":"ref46","first-page":"1","article-title":"Improved training of wasserstein GANs","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"30","author":"Gulrajani","year":"2017"},{"key":"ref47","first-page":"2172","article-title":"InfoGAN: Interpretable representation learning by information maximizing generative adversarial nets","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Chen","year":"2016"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19787-1_9"},{"key":"ref49","first-page":"1","article-title":"ImageNet classification with deep convolutional neural networks","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Krizhevsky","year":"2012"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.5555\/3104322.3104425"},{"issue":"1","key":"ref51","first-page":"1","article-title":"Rectifier nonlinearities improve neural network acoustic models","volume-title":"Proc. Int. Conf. Mach. Learn.","volume":"30","author":"Maas","year":"2013"},{"issue":"1","key":"ref52","first-page":"1929","article-title":"Dropout: A simple way to prevent neural networks from overfitting","volume":"15","author":"Srivastava","year":"2014","journal-title":"J. Mach. Learn. Res."},{"key":"ref53","doi-asserted-by":"crossref","DOI":"10.23915\/distill.00003","article-title":"Deconvolution and checkerboard artifacts","volume-title":"Distill","author":"Odena","year":"2016"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.5555\/3045118.3045167"},{"key":"ref55","first-page":"1","article-title":"DeepMIMO: A generic deep learning dataset for millimeter wave and massive MIMO applications","volume-title":"Proc. IEEE Inf. Theory Appl. Workshop","author":"Alkhateeb","year":"2019"},{"key":"ref56","article-title":"Wireless InSite","year":"2024"},{"key":"ref57","article-title":"Sionna: An open-source library for next-generation physical layer research","author":"Hoydis","year":"2022"},{"key":"ref58","article-title":"NR; base station (BS) radio transmission and reception","year":"2024"},{"key":"ref59","article-title":"BS-1-to-N: Diffusion-based environment-aware cross-BS channel knowledge map generation for cell-free networks","author":"Dai","year":"2025"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2025.3570469"}],"container-title":["IEEE Transactions on Mobile Computing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/7755\/11552380\/11397522.pdf?arnumber=11397522","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,6,8]],"date-time":"2026-06-08T19:54:52Z","timestamp":1780948492000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11397522\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,7]]},"references-count":57,"journal-issue":{"issue":"7"},"URL":"https:\/\/doi.org\/10.1109\/tmc.2026.3665545","relation":{},"ISSN":["1536-1233","1558-0660","2161-9875"],"issn-type":[{"value":"1536-1233","type":"print"},{"value":"1558-0660","type":"electronic"},{"value":"2161-9875","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,7]]}}}