{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,26]],"date-time":"2026-04-26T14:10:52Z","timestamp":1777212652809,"version":"3.51.4"},"reference-count":41,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2022,6,1]],"date-time":"2022-06-01T00:00:00Z","timestamp":1654041600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,6,1]],"date-time":"2022-06-01T00:00:00Z","timestamp":1654041600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,6,1]],"date-time":"2022-06-01T00:00:00Z","timestamp":1654041600000},"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":["61973273"],"award-info":[{"award-number":["61973273"]}],"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":["62072410"],"award-info":[{"award-number":["62072410"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004731","name":"Zhejiang Provincial Natural Science Foundation of China","doi-asserted-by":"publisher","award":["LR19F030001"],"award-info":[{"award-number":["LR19F030001"]}],"id":[{"id":"10.13039\/501100004731","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004731","name":"Zhejiang Provincial Natural Science Foundation of China","doi-asserted-by":"publisher","award":["LY19F020033"],"award-info":[{"award-number":["LY19F020033"]}],"id":[{"id":"10.13039\/501100004731","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Cogn. Commun. Netw."],"published-print":{"date-parts":[[2022,6]]},"DOI":"10.1109\/tccn.2021.3120997","type":"journal-article","created":{"date-parts":[[2021,10,20]],"date-time":"2021-10-20T14:10:50Z","timestamp":1634739050000},"page":"529-541","source":"Crossref","is-referenced-by-count":107,"title":["SigNet: A Novel Deep Learning Framework for Radio Signal Classification"],"prefix":"10.1109","volume":"8","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8736-8814","authenticated-orcid":false,"given":"Zhuangzhi","family":"Chen","sequence":"first","affiliation":[{"name":"Institute of Cyberspace Security, College of Information Engineering, Zhejiang University of Technology, Hangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hui","family":"Cui","sequence":"additional","affiliation":[{"name":"Institute of Cyberspace Security, College of Information Engineering, Zhejiang University of Technology, Hangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jingyang","family":"Xiang","sequence":"additional","affiliation":[{"name":"Institute of Cyberspace Security, College of Information Engineering, Zhejiang University of Technology, Hangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kunfeng","family":"Qiu","sequence":"additional","affiliation":[{"name":"Institute of Cyberspace Security, College of Information Engineering, Zhejiang University of Technology, Hangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6924-4466","authenticated-orcid":false,"given":"Liang","family":"Huang","sequence":"additional","affiliation":[{"name":"College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3089-4346","authenticated-orcid":false,"given":"Shilian","family":"Zheng","sequence":"additional","affiliation":[{"name":"No. 011 Research Center, Science and Technology on Communication Information Security Control Laboratory, Jiaxing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7097-5186","authenticated-orcid":false,"given":"Shichuan","family":"Chen","sequence":"additional","affiliation":[{"name":"No. 011 Research Center, Science and Technology on Communication Information Security Control Laboratory, Jiaxing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1042-470X","authenticated-orcid":false,"given":"Qi","family":"Xuan","sequence":"additional","affiliation":[{"name":"Institute of Cyberspace Security, College of Information Engineering, Zhejiang University of Technology, Hangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3117-2211","authenticated-orcid":false,"given":"Xiaoniu","family":"Yang","sequence":"additional","affiliation":[{"name":"Institute of Cyberspace Security, Zhejiang University of Technology, Hangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2918136"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2957519"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2925569"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/DySPAN.2019.8935690"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/SAHCN.2019.8824856"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2015.2461602"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2872769"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2818794"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TAES.2019.2891155"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/MIM.2015.7066677"},{"key":"ref11","article-title":"Deep learning for cooperative radio signal classification","author":"Zheng","year":"2019","journal-title":"arXiv:1909.06031"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1515\/bpasts-2016-0028"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.phycom.2018.12.019"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/DySPAN.2017.7920749"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.aeue.2017.01.005"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.phycom.2016.08.001"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2017.2784394"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2018.2885684"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1306\/42286Chevitarese2018"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2016.2602884"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2019.2957755"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2019.2932913"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2018.2797022"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-44188-7_16"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ACSSC.2017.8335483"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/DySPAN.2017.7920754"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2020.2999453"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2018.2850703"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2019.2900247"},{"key":"ref30","article-title":"Imaging time-series to improve classification and imputation","author":"Wang","year":"2015","journal-title":"arXiv:1506.00327"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2016.2582924"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2018.03.016"},{"key":"ref33","article-title":"Classification of 12-lead ECG signals with bi-directional LSTM network","author":"Mostayed","year":"2018","journal-title":"arXiv:1811.02090"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/GlobalSIP.2016.7905847"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2018.2835460"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2960775"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref38","first-page":"1","article-title":"Radio machine learning dataset generation with GNU radio","volume-title":"Proc. GNU Radio Conf.","volume":"1","author":"O\u2019shea"},{"issue":"122","key":"ref39","first-page":"4","article-title":"GNU radio: Tools for exploring the radio frequency spectrum","volume":"2004","author":"Blossom","year":"2004","journal-title":"Linux J."},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1017\/9781108924238.008"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-011-0841-3"}],"container-title":["IEEE Transactions on Cognitive Communications and Networking"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6687307\/9790075\/09580446.pdf?arnumber=9580446","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,12]],"date-time":"2024-01-12T00:04:37Z","timestamp":1705017877000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9580446\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,6]]},"references-count":41,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/tccn.2021.3120997","relation":{},"ISSN":["2332-7731","2372-2045"],"issn-type":[{"value":"2332-7731","type":"electronic"},{"value":"2372-2045","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,6]]}}}