{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,26]],"date-time":"2026-06-26T02:38:01Z","timestamp":1782441481499,"version":"3.54.5"},"reference-count":48,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019,7]]},"DOI":"10.1109\/spawc.2019.8815400","type":"proceedings-article","created":{"date-parts":[[2019,8,30]],"date-time":"2019-08-30T00:41:47Z","timestamp":1567125707000},"page":"1-5","source":"Crossref","is-referenced-by-count":49,"title":["DEEPTURBO: Deep Turbo Decoder"],"prefix":"10.1109","author":[{"given":"Yihan","family":"Jiang","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sreeram","family":"Kannan","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hyeji","family":"Kim","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sewoong","family":"Oh","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Himanshu","family":"Asnani","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Pramod","family":"Viswanath","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","author":"faycal ait","year":"2018","journal-title":"End-to-end learning of communications systems without a channel model"},{"key":"ref38","first-page":"107","article-title":"On the approximation capability of recurrent neural networks","volume":"31","author":"barbara","year":"2010","journal-title":"Neurocomputing"},{"key":"ref33","article-title":"Learning to decode linear codes using deep learning","author":"eliya","year":"2016","journal-title":"Communication Control and Computing (Allerton) 2016 54th Annual Allerton Conference on"},{"key":"ref32","author":"o\u2019shea","year":"2017","journal-title":"Deep Learning Based MIMO Communications"},{"key":"ref31","author":"sebastian","year":"0","journal-title":"Deep learning-based communication over the air"},{"key":"ref30","article-title":"Neural Network Detection of Data Sequences in Communication Systems","author":"nariman","year":"2018","journal-title":"IEEE Transactions on Signal Processing"},{"key":"ref37","article-title":"Communication Algorithms via Deep Learning","author":"hyeji","year":"2018","journal-title":"International Conference on Learning Representations (ICLR)"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2017.8254811"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CISS.2017.7926071"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2017.2788405"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2016.2571283"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/SPAWC.2018.8445920"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1002\/j.1538-7305.1948.tb01338.x"},{"key":"ref12","article-title":"A performance comparison of polar codes and Reed-Muller codes","volume":"12 6","author":"erdal","year":"2008","journal-title":"IEEE Communications Letters"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1049\/el:19961141"},{"key":"ref14","article-title":"Error floors of LDPC codes","volume":"41","author":"tom","year":"0","journal-title":"Proceedings of the Annual Allerton Conference on Communication Control and Computing"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2014.2367517"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/18.556666"},{"key":"ref17","author":"donald","year":"2004","journal-title":"Iteractive decoder employing multiple external code error checks to lower the error floor"},{"key":"ref18","article-title":"The turbo principle: Tutorial introduction and state of the art","author":"joachim","year":"1997","journal-title":"Proc International Symposium on Turbo Codes and Related Topics"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1049\/el:20020808"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ISSPIT.2016.7886039"},{"key":"ref4","article-title":"Deepcode: Feedback codes via deep learning","author":"hyeji","year":"2018","journal-title":"NeurIPS"},{"key":"ref27","author":"ian","year":"2016","journal-title":"Deep Learning"},{"key":"ref3","article-title":"Near Shannon limit error-correcting coding and decoding: Turbo-codes. 1","author":"claude","year":"1993","journal-title":"Communications"},{"key":"ref6","first-page":"359","article-title":"Multilayer feedforward networks are universal approximators","volume":"2 5","author":"kurt","year":"1989","journal-title":"Neural Networks"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2017.2758370"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref8","article-title":"Simple and scalable predictive uncertainty estimation using deep ensembles","author":"balaji","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/11840817_66"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1974.1055186"},{"key":"ref9","author":"jiang","year":"2018","journal-title":"LEARN Codes Inventing low-latency codes via recurrent neural networks"},{"key":"ref1","author":"tom","year":"2008","journal-title":"Modern Coding Theory"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2015.7178129"},{"key":"ref20","first-page":"2059","article-title":"Turbo codes extended with outer BCH code","volume":"32 22","author":"jakob dahl","year":"1996","journal-title":"Electronics Letters"},{"key":"ref45","article-title":"A method for stochastic optimization","volume":"5","author":"kingma","year":"2015","journal-title":"International Conference on Learning Representations (ICLR)"},{"key":"ref48","author":"jiang","year":"0","journal-title":"DEEPTURBO Deep Turbo Decoder (full version with appendix)"},{"key":"ref22","article-title":"Improving the error rate performance of turbo codes using the forced symbol method","volume":"11 7","author":"youssouf","year":"2007","journal-title":"IEEE Communications Letters"},{"key":"ref47","article-title":"Bidirectional attention flow for machine comprehension","author":"seo","year":"2017","journal-title":"International Conference on Learning Representations (ICLR)"},{"key":"ref21","first-page":"760","article-title":"On list sequence turbo decoding","volume":"53 5","author":"carl fredrik","year":"2005","journal-title":"IEEE Transactions on Communications"},{"key":"ref42","author":"chung","year":"2014","journal-title":"Empirical evaluation of gated recurrent neural networks on sequence modeling"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/1553374.1553411"},{"key":"ref41","doi-asserted-by":"crossref","first-page":"260","DOI":"10.1109\/TIT.1967.1054010","article-title":"Error bounds for convolutional codes and an asymptotically optimum decoding algorithm","volume":"13","author":"andrew","year":"1967","journal-title":"IEEE Transactions on Information Theory"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2016.2571283"},{"key":"ref44","article-title":"Effects of radar interference on LTE (FDD) eNodeB and UE receiver performance in the 3.5 GHz band","author":"sanders","year":"2014","journal-title":"US Department of Commerce National Telecommunications and Information Administration"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2015.7248724"},{"key":"ref43","first-page":"1","article-title":"Accelerating deep convolutional neural networks using specialized hardware","volume":"2","author":"ovtcharov","year":"2015","journal-title":"Microsoft Research Whitepaper"},{"key":"ref25","author":"junyi","year":"2013","journal-title":"OFDMA Mobile Broadband Communications A Systems Approach"}],"event":{"name":"2019 IEEE 20th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)","location":"Cannes, France","start":{"date-parts":[[2019,7,2]]},"end":{"date-parts":[[2019,7,5]]}},"container-title":["2019 IEEE 20th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8790959\/8815388\/08815400.pdf?arnumber=8815400","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,18]],"date-time":"2022-07-18T15:22:12Z","timestamp":1658157732000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8815400\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,7]]},"references-count":48,"URL":"https:\/\/doi.org\/10.1109\/spawc.2019.8815400","relation":{},"subject":[],"published":{"date-parts":[[2019,7]]}}}