Information-optimum LDPC decoders based on the information bottleneck method

J Lewandowsky, G Bauch - IEEE Access, 2018 - ieeexplore.ieee.org
The Information Bottleneck method is a powerful and generic tool from the field of machine
learning. It compresses an observation to a quantized variable while attempting to preserve …

Decoding optimization for 5G LDPC codes by machine learning

X Wu, M Jiang, C Zhao - Ieee Access, 2018 - ieeexplore.ieee.org
In this paper, we propose a generalized minimum-sum decoding algorithm using a linear
approximation (LAMS) for protograph-based low-density parity-check (PB-LDPC) codes with …

[PDF][PDF] Efficient systematic turbo polar decoding based on optimized scaling factor and early termination mechanism

AA Hamad, MT Gatte… - International Journal of …, 2023 - academia.edu
− 5. A new scheme is proposed as a stopping criterion, which is mainly based on the
estimated value of SF at the second component decoder and the decoded frozen bits for …

Performance analysis of Min-Sum based LDPC decoder architecture for 5G new radio standards

RS Selvakumari - Materials Today: Proceedings, 2022 - Elsevier
A low-density parity-check code (LDPC) is one of the classical error-correcting code for
message transmission over noisy channel. It meets desired Shannon limit performance and …

A modified min sum decoding algorithm based on approximation enhancement for LDPC codes

KIM Nam-Il, LEE Seung-Que… - … on Information and …, 2020 - ieeexplore.ieee.org
Min-sum algorithm (MSA) and its modification are used in LDPC decoder implementations
because of its error performance and low computation complexity. In this paper a modified …

面向5G 新空口技术的LDPC 码标准化研究进展.

柴蓉, 林峻良, 李莹莹, 陈前斌 - Journal of Chongqing …, 2018 - search.ebscohost.com
第5 代移动通信系统(5th generation mobile communication systemꎬ 5G)
业务需求的多样性以及各业务场景的典型特性给新空口(new radioꎬ NR) 的信道编码技术带来 …

[PDF][PDF] Decoding of decode and forward (DF) relay protocol using min-sum based low density parity check (LDPC) system

J Suud, H Zen, AKBH Othman… - International Journal of …, 2018 - core.ac.uk
Decoding high complexity is a major issue to design a decode and forward (DF) relay
protocol. Thus, the establishment of low complexity decoding system would beneficial to …

Energy modeling and optimization of protograph-based LDPC codes

M Yaoumi - 2020 - theses.hal.science
There are different types of error correction codes (CCE), each of which gives different trade-
offs interms of decoding performanceand energy consumption. We propose to deal with this …

[PDF][PDF] A REVIEW ON CONSTRUCTION METHODS FOR REGULAR AND NON-QUASI CYCLIC LDPC CODES

SV Kumar, R Dhanasekaran - ictactjournals.in
Abstract Low Density Parity Check (LDPC) codes are one of the most powerful error
correction codes available today. Its Shannon capability that closely matches performance …

Adaptive Extrinsic Information Scaling for Concatenated Zigzag Codes Based on Max-Log-APP

H Zheng, X Xu, C Lv, Y Shang, G Wang… - IEICE Transactions on …, 2018 - search.ieice.org
Concatenated zigzag (CZ) codes are classified as one kind of parallel-concatenated codes
with powerful performance and low complexity. This kind of codes has flexible …