A comparative review of recent advances in decoding algorithms for low-density parity-check (LDPC) codes and their applications

MK Roberts, P Anguraj - Archives of Computational Methods in …, 2021 - Springer
In the domain of wireless communication systems, Error Control Coding (ECC) schemes are
one of the widely relied upon or responsible methodology for securing the integrity and …

Double prior network for multidegradation remote sensing image super-resolution

M Shi, Y Gao, L Chen, X Liu - IEEE Journal of Selected Topics …, 2023 - ieeexplore.ieee.org
Image super-resolution (SR) is widely used in remote sensing because it can effectively
increase image details. Neural networks have shown remarkable performance in recent …

Model-driven deep learning ADMM decoder for irregular binary LDPC codes

X Guo, TH Chang, Y Wang - IEEE Communications Letters, 2022 - ieeexplore.ieee.org
In this letter, a model-driven deep learning (DL) decoder for irregular binary low-density
parity-check (LDPC) codes is proposed via the alternating direction method of multipliers …

Decoding nonbinary LDPC codes via proximal-ADMM approach

Y Wang, J Bai - IEEE Transactions on Information Theory, 2022 - ieeexplore.ieee.org
In this paper, we focus on decoding nonbinary low-density parity-check (LDPC) codes in
Galois fields of characteristic two via the proximal alternating direction method of multipliers …

Efficient MP Decoding via Fast G-BADMM Approach for Binary LDPC Codes

J Bai, Y Chi, C Yuen - IEEE Communications Letters, 2022 - ieeexplore.ieee.org
Mathematical programming (MP) decoding based on the alternate direction method of
multipliers (ADMM) algorithm is a promising approach for low-density parity-check (LDPC) …

Accelerating Pro-ADMM-HL Penalized Algorithm for Decoding Binary LDPC Codes

J Bai, W Duan, Y Chi, C Yuen - IEEE Communications Letters, 2024 - ieeexplore.ieee.org
The alternating direction method of multipliers (ADMM) approach to decoding low-density
parity-check (LDPC) codes has garnered lots of attention due to its superior error correction …

-Box ADMM Decoding for LDPC Codes Over ISI Channels

X Jiao, H Liu, J Mu, YC He - IEEE Transactions on Vehicular …, 2021 - ieeexplore.ieee.org
The alternating direction method of multipliers (ADMM) has been adapted for decoding low-
density parity-check (LDPC) codes over intersymbol interference (ISI) channels in order to …

Decoding LDPC Codes by Using Negative Proximal Regularization

Y Chen, R Wang, J Zhu, Z Wen - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The low-density parity-check (LDPC) decoding problem can be expressed as an integer
linear programming (ILP) problem. One efficient method to solve the ILP problem is to relax …

Novel Early Termination Method of an ADMM‐Penalized Decoder for LDPC Codes in the IoT

B Wang - Security and Communication Networks, 2022 - Wiley Online Library
As a critical communication technology, low‐density parity‐check (LDPC) codes are widely
concerned with the Internet of things (IoT). To increase the convergence rate of the …

Efficient ADMM Decoder for Non-binary LDPC Codes with Codeword-independent performance

X Guo, Y Wang - arXiv preprint arXiv:2202.02961, 2022 - arxiv.org
In this paper, we devote to devise a non-binary low-density parity-check (LDPC) decoder in
Galois fields of characteristic two ($\mathbb {F} _ {2^ q} $) via the alternating direction …