LIGHTCODE: Light Analytical and Neural Codes for Channels with Feedback
The design of reliable and efficient codes for channels with feedback remains a
longstanding challenge in communication theory. While significant improvements have been …
longstanding challenge in communication theory. While significant improvements have been …
Coding for Gaussian Two-Way Channels: Linear and Learning-Based Approaches
Although user cooperation cannot improve the capacity of Gaussian two-way channels
(GTWCs) with independent noises, it can improve communication reliability. In this work, we …
(GTWCs) with independent noises, it can improve communication reliability. In this work, we …
Interpreting Deepcode, a learned feedback code
Deep learning methods have recently been used to construct non-linear codes for the
additive white Gaussian noise (AWGN) channel with feedback. However, there is limited …
additive white Gaussian noise (AWGN) channel with feedback. However, there is limited …
Do not Interfere but Cooperate: A Fully Learnable Code Design for Multi-Access Channels with Feedback
E Ozfatura, C Bian, D Gündüz - 2023 12th International …, 2023 - ieeexplore.ieee.org
Data-driven deep learning based code designs, including low-complexity neural decoders
for existing codes, or end-to-end trainable auto-encoders have exhibited impressive results …
for existing codes, or end-to-end trainable auto-encoders have exhibited impressive results …