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 …

Design of compactly specified polar codes with dynamic frozen bits based on reinforcement learning

V Miloslavskaya, Y Li, B Vucetic - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This paper focuses on the design of high-performance polar codes with dynamic frozen bits
that can be compactly specified. We split the code design problem into the frozen set design …

Approximate weight distribution of polarization-adjusted convolutional (PAC) codes

S Seyedmasoumian, TM Duman - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Polarization-adjusted convolutional (PAC) codes combine polar and convolutional
transformations to enhance the distance properties of polar codes. They offer a performance …

New search for the polarization-adjusted convolutional codes with respect to the AFER-optimality criterion

M Abdullah, WH Mow - 2023 IEEE International Symposium on …, 2023 - ieeexplore.ieee.org
Polarization-adjusted convolutional (PAC) codes of short blocklengths over the binary-input
additive white Gaussian noise channel have excellent performance. To further improve the …

Application of guessing to sequential decoding of polarization-adjusted convolutional (PAC) codes

M Moradi - IEEE Transactions on Communications, 2023 - ieeexplore.ieee.org
Despite the extreme error-correction performance, the amount of computation of sequential
decoding of the polarization-adjusted convolutional (PAC) codes is random. In sequential …

Simplified successive cancellation list decoding of PAC codes

H Saber, H Hatami, JH Bae - arXiv preprint arXiv:2401.13922, 2024 - arxiv.org
Polar codes are the first class of structured channel codes that achieve the symmetric
capacity of binary channels with efficient encoding and decoding. In 2019, Arikan proposed …

A Path Probability Perspective on Rate-Profiling Design for Polarization-Adjusted Convolutional (PAC) Codes Under List Decoding

A Liu, B Feng, C Liang, J Xu, Y Wang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
A novel rate-profiling design is proposed for polarization-adjusted convolutional (PAC)
codes under list decoding, adopting a path probability perspective. Inspired by the concepts …

Performance and computational analysis of polarization-adjusted convolutional (PAC) codes

M Moradi - 2022 - search.proquest.com
We study the performance of sequential decoding of polarization-adjusted con-volutional
(PAC) codes. We present a metric function that employs bit-channel mutual information and …

PAC Code Rate-Profile Design Using Search-Constrained Optimization Algorithms

M Moradi, DGM Mitchell - arXiv preprint arXiv:2401.10376, 2024 - arxiv.org
In this paper, we introduce a novel rate-profile design based on search-constrained
optimization techniques to assess the performance of polarization-adjusted convolutional …

New Search for Optimized PAC Codes Under SCL Decoding

M Abdullah, WH Mow - 2023 IEEE Globecom Workshops (GC …, 2023 - ieeexplore.ieee.org
In this paper, we propose some new constraints on the rate profile based on the reliability of
the bit-channels to optimize the polarization-adjusted convolutional (PAC) codes under …