Recent advances in deep learning for channel coding: A survey
T Matsumine, H Ochiai - IEEE Open Journal of the …, 2024 - ieeexplore.ieee.org
This paper provides a comprehensive survey of recent advances in deep learning (DL)
techniques for channel coding problems. Inspired by the recent successes of DL in a variety …
techniques for channel coding problems. Inspired by the recent successes of DL in a variety …
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 …
Nested Symmetric Polar Codes
M Geiselhart, A Zunker, F Krieg, S Brink - arXiv preprint arXiv:2410.23885, 2024 - arxiv.org
In this paper, we propose a data-driven algorithm to design rate-and length-flexible polar
codes. While the algorithm is very general, a particularly appealing use case is the design of …
codes. While the algorithm is very general, a particularly appealing use case is the design of …