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 …

Channel coding and decoding schemes for urllc

C Yue, M Shirvanimoghaddam… - Ultra‐Reliable and …, 2023 - Wiley Online Library
This chapter reviews the state‐of‐the‐art channel coding techniques for ultra‐reliable and
low‐latency communications (URLLC). The stringent requirements of URLLC services, such …

Linear-equation ordered-statistics decoding

C Yue, M Shirvanimoghaddam, G Park… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
In this paper, we propose a new linear-equation ordered-statistics decoding (LE-OSD).
Unlike the OSD, LE-OSD uses high reliable parity bits rather than information bits to recover …

Boosting Ordered Statistics Decoding of Short LDPC Codes with Simple Neural Network Models

G Li, X Yu - IEEE Communications Letters, 2024 - ieeexplore.ieee.org
Ordered statistics decoding has been instrumental in addressing decoding failures that
persist after normalized min-sum decoding in short low-density parity-check codes. Despite …

A multi-objective optimization framework for URLLC with decoding complexity constraints

HB Celebi, A Pitarokoilis… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Stringent constraints on both reliability and latency must be guaranteed in ultra-reliable low-
latency communication (URLLC). To fulfill these constraints with computationally …

The Guesswork of Ordered Statistics Decoding: Complexity and Practical Design

C Yue, C She, B Vucetic, Y Li - arXiv preprint arXiv:2403.18488, 2024 - arxiv.org
This paper investigates guesswork over ordered statistics and formulates the complexity of
ordered statistics decoding (OSD) in binary additive white Gaussian noise (AWGN) …

Efficient near maximum-likelihood reliability-based decoding for short ldpc codes

W Zhang, C Yue, Y Li, B Vucetic - ICC 2024-IEEE International …, 2024 - ieeexplore.ieee.org
In this paper, we propose an efficient decoding algorithm for short low-density parity check
(LDPC) codes by carefully combining the belief propagation (BP) decoding and ordered …