Inventing Codes for Channels With Active Feedback via Deep Learning

Author:

Chahine Karl1ORCID,Mishra Rajesh1ORCID,Kim Hyeji1ORCID

Affiliation:

1. Electrical and Computer Engineering, The University of Texas at Austin, Austin, TX, USA

Funder

Office of Naval Research

National Science Foundation

6G@UT Center within the Wireless Networking and Communications Group (WNCG) at the University of Texas at Austin

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Medicine

Reference23 articles.

1. Deep extended feedback codes;safavi;arXiv 2105 01365,2021

2. Deepcode: Feedback codes via deep learning;kim;Advances in neural information processing systems,2018

3. AttentionCode: Ultra-reliable feedback codes for short-packet communications;shao;arXiv 2205 14955,2022

4. DRF codes: Deep SNR-robust feedback codes;mashhadi;arXiv 2112 11789,2021

Cited by 4 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. 6G: Technology Evolution in Future Wireless Networks;IEEE Access;2024

2. Do not Interfere but Cooperate: A Fully Learnable Code Design for Multi-Access Channels with Feedback;2023 12th International Symposium on Topics in Coding (ISTC);2023-09-04

3. Linear Coding for AWGN Channels With Noisy Output Feedback via Dynamic Programming;IEEE Transactions on Information Theory;2023-08

4. Interpreting Training Aspects of Deep-Learned Error-Correcting Codes;2023 IEEE International Symposium on Information Theory (ISIT);2023-06-25

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