Reed-Muller (RM) codes are among the oldest, simplest and perhaps most ubiquitous family of codes. They are used in many areas of coding theory in both electrical engineering and …
There have been significant research activities in recent years to automate the design of channel encoders and decoders via deep learning. Due the dimensionality challenge in …
The design of codes for feedback-enabled communications has been a long-standing open problem. Recent research on non-linear, deep learning-based coding schemes have …
We consider the Distributed Source Coding (DSC) problem concerning the task of encoding an input in the absence of correlated side information that is only available to the decoder …
Progress in designing channel codes has been driven by human ingenuity and, fittingly, has been sporadic. Polar codes, developed on the foundation of Arikan's polarization kernel …
Y An, M Wang, L Chen, Z Ji - AEU-International Journal of Electronics and …, 2022 - Elsevier
In this article, we propose a symmetric encryption end-to-end communication system based on deep convolutional generative adversarial networks to solve the security problem of …
A Kurmukova, D Gunduz - Proceedings of the AAAI Conference on …, 2024 - ojs.aaai.org
This paper introduces a novel approach called" friendly attack" aimed at enhancing the performance of error correction channel codes. Inspired by the concept of adversarial …
M Rudow, KV Rashmi - 2022 IEEE International Symposium on …, 2022 - ieeexplore.ieee.org
Real-time streaming communication requires a high quality-of-service despite contending with packet loss. Streaming codes are a class of codes best suited for this setting. A key …
Polar codes are widely used state-of-the-art codes for reliable communication that have recently been included in the $5^{\text {th}} $ generation wireless standards ($5 $ G) …