{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,11]],"date-time":"2026-07-11T16:49:52Z","timestamp":1783788592697,"version":"3.55.0"},"reference-count":12,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"8","license":[{"start":{"date-parts":[[2023,8,1]],"date-time":"2023-08-01T00:00:00Z","timestamp":1690848000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,8,1]],"date-time":"2023-08-01T00:00:00Z","timestamp":1690848000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,8,1]],"date-time":"2023-08-01T00:00:00Z","timestamp":1690848000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"Science and Technology on Space Intelligent Control Laboratory","award":["HTKJ2022KL502009"],"award-info":[{"award-number":["HTKJ2022KL502009"]}]},{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2022YFC3301300"],"award-info":[{"award-number":["2022YFC3301300"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"name":"National Natural Science Foundation for Distinguished Young Scholar","award":["61825104"],"award-info":[{"award-number":["61825104"]}]},{"name":"Young Talent fund of University Association for Science and Technology in Shaanxi, China","award":["20210111"],"award-info":[{"award-number":["20210111"]}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["QTZX23065"],"award-info":[{"award-number":["QTZX23065"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Commun. Lett."],"published-print":{"date-parts":[[2023,8]]},"DOI":"10.1109\/lcomm.2023.3290813","type":"journal-article","created":{"date-parts":[[2023,6,28]],"date-time":"2023-06-28T17:22:00Z","timestamp":1687972920000},"page":"1979-1983","source":"Crossref","is-referenced-by-count":15,"title":["Radio Anomaly Detection Based on Improved Denoising Diffusion Probabilistic Models"],"prefix":"10.1109","volume":"27","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3774-1331","authenticated-orcid":false,"given":"Junjie","family":"Zeng","sequence":"first","affiliation":[{"name":"State Key Laboratory of Integrated Service Networks, Xidian University, Xi’an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1753-0011","authenticated-orcid":false,"given":"Xiangli","family":"Liu","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Integrated Service Networks, Xidian University, Xi’an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5207-6504","authenticated-orcid":false,"given":"Zan","family":"Li","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Integrated Service Networks, Xidian University, Xi’an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref8","first-page":"8780","article-title":"Diffusion models beat GANs on image synthesis","volume":"34","author":"dhariwal","year":"2021","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2021.3074135"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2021.3093451"},{"key":"ref9","first-page":"6840","article-title":"Denoising diffusion probabilistic models","volume":"33","author":"ho","year":"2020","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/VTC2020-Spring48590.2020.9129612"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/3439950"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2019.2911524"},{"key":"ref11","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2014","journal-title":"arXiv 1412 6980"},{"key":"ref5","article-title":"Recurrent neural radio anomaly detection","author":"o\u2019shea","year":"2016","journal-title":"arXiv 1611 00301"},{"key":"ref10","first-page":"234","article-title":"U-Net: Convolutional networks for biomedical image segmentation","author":"ronneberger","year":"2015","journal-title":"Proc Int Conf Med Image Comput Comput -Assist Intervent"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/WINCOM.2015.7381345"},{"key":"ref1","first-page":"761","article-title":"Energy detection of unknown deterministic signals in ?-? and ?-? generalized fading channels with diversity receivers","author":"annamalai","year":"2014","journal-title":"Proc Int Conf Comput Netw Commun (ICNC)"}],"container-title":["IEEE Communications Letters"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4234\/10214690\/10168113.pdf?arnumber=10168113","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,28]],"date-time":"2023-08-28T17:57:25Z","timestamp":1693245445000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10168113\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,8]]},"references-count":12,"journal-issue":{"issue":"8"},"URL":"https:\/\/doi.org\/10.1109\/lcomm.2023.3290813","relation":{},"ISSN":["1089-7798","1558-2558","2373-7891"],"issn-type":[{"value":"1089-7798","type":"print"},{"value":"1558-2558","type":"electronic"},{"value":"2373-7891","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,8]]}}}