{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,1]],"date-time":"2026-02-01T04:50:31Z","timestamp":1769921431988,"version":"3.49.0"},"reference-count":50,"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\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["U22B2002"],"award-info":[{"award-number":["U22B2002"]}],"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":["62201581"],"award-info":[{"award-number":["62201581"]}],"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":["62471489"],"award-info":[{"award-number":["62471489"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Post-doctoral Fellowship Program of CPSF","award":["GZB20240996"],"award-info":[{"award-number":["GZB20240996"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Cogn. Commun. Netw."],"published-print":{"date-parts":[[2026]]},"DOI":"10.1109\/tccn.2025.3576813","type":"journal-article","created":{"date-parts":[[2025,6,5]],"date-time":"2025-06-05T13:38:09Z","timestamp":1749130689000},"page":"1169-1180","source":"Crossref","is-referenced-by-count":3,"title":["Deep Learning-Enhanced Anti-Jamming Decoder for OTFS Systems: A CNN Bi-LSTM Hybrid Approach"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8379-2039","authenticated-orcid":false,"given":"Yangyang","family":"Li","sequence":"first","affiliation":[{"name":"College of Information and Communication, Information Support Force Engineering University, Wuhan, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4930-940X","authenticated-orcid":false,"given":"Yuhua","family":"Xu","sequence":"additional","affiliation":[{"name":"College of Communications Engineering, Army Engineering University of PLA, Nanjing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1988-3427","authenticated-orcid":false,"given":"Guoxin","family":"Li","sequence":"additional","affiliation":[{"name":"College of Communications Engineering, Army Engineering University of PLA, Nanjing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7742-6953","authenticated-orcid":false,"given":"Songyi","family":"Liu","sequence":"additional","affiliation":[{"name":"College of Communications Engineering, Army Engineering University of PLA, Nanjing, China"}]},{"given":"Wenhui","family":"Liu","sequence":"additional","affiliation":[{"name":"College of Communications Engineering, Army Engineering University of PLA, Nanjing, China"}]},{"given":"Jiachen","family":"Hu","sequence":"additional","affiliation":[{"name":"College of Communications Engineering, Army Engineering University of PLA, Nanjing, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.001.2000408"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2022.3208161"},{"key":"ref3","volume-title":"OTFS: Orthogonal Time Frequency Space Modulation A Waveform for 6G","author":"Das","year":"2021"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2022.3159185"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/comst.2024.3482973"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/SURV.2009.090404"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2024.3492802"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/tcomm.2025.3552297"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2019.1900093"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/JSAIT.2020.2991562"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/26.486609"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2019.2903811"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICCC62479.2024.10681737"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3084827"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TMTT.2021.3112199"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-020-05532-z"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.3390\/make1030048"},{"key":"ref18","first-page":"9913","article-title":"Nondeterminism and instability in neural network optimization","volume-title":"Proc. 38th Int. Conf. Mach. Learn.","volume":"139","author":"Summers"},{"key":"ref19","article-title":"Is flash attention stable?","author":"Golden","year":"2024","journal-title":"arXiv:2405.02803"},{"key":"ref20","first-page":"448","article-title":"Batch normalization: Accelerating deep network training by reducing internal covariate shift","volume-title":"Proc. Int. Conf. Neural Inf. Process. Syst.","volume":"37","author":"Ioffe"},{"key":"ref21","first-page":"7705","article-title":"Understanding batch normalization","volume-title":"Proc. Int. Conf. Neural Inf. Process. Syst.","volume":"31","author":"Bjorck"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN60899.2024.10650439"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/s11082-024-06692-1"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1049\/ote2.12111"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/WCSP.2018.8555891"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2017.2787646"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2021.3126080"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2024.3378225"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2023.3347522"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1049\/ell2.13222"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC57260.2024.10570827"},{"key":"ref32","first-page":"2754","article-title":"Turbo autoencoder: Deep learning based channel codes for point-to-point communication channels","volume-title":"Proc. Int. Conf. Neural Inf. Process. Syst.","volume":"32","author":"Jiang"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.3390\/jmse10121920"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2023.3280984"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ISCIT57293.2023.10376091"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.008.2200157"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11694"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC.2017.7925924"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/4234.991146"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2006.883797"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/18.669278"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2019.12.024"},{"key":"ref43","volume-title":"Rethinking attention with performers","author":"Choromanski","year":"2021"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/3578938"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7299173"},{"key":"ref46","volume-title":"Deep Learning","volume":"1","author":"Bengio","year":"2017"},{"key":"ref47","first-page":"1822","article-title":"Architectural complexity measures of recurrent neural networks","volume-title":"Proc. Int. Conf. Neural Inf. Process. Syst.","volume":"29","author":"Zhang"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP49357.2023.10096881"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref50","doi-asserted-by":"crossref","DOI":"10.20944\/preprints202012.0516.v1","volume-title":"Comparative analysis of C++ and python in terms of memory and time","author":"Zehra","year":"2020"}],"container-title":["IEEE Transactions on Cognitive Communications and Networking"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6687307\/11304002\/11026012.pdf?arnumber=11026012","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,19]],"date-time":"2025-12-19T19:00:58Z","timestamp":1766170858000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11026012\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":50,"URL":"https:\/\/doi.org\/10.1109\/tccn.2025.3576813","relation":{},"ISSN":["2332-7731","2372-2045"],"issn-type":[{"value":"2332-7731","type":"electronic"},{"value":"2372-2045","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]}}}