Reduced‐Complexity LDPC Decoding for Next‐Generation IoT Networks

M Asif, WU Khan, HMR Afzal, J Nebhen… - Wireless …, 2021 - Wiley Online Library
Low‐density parity‐check (LDPC) codes have become the focal choice for next‐generation
Internet of things (IoT) networks. This correspondence proposes an efficient decoding …

Low latency T-EMS decoder for non-binary LDPC codes

E Li, F García-Herrero, D Declercq… - … on Signals, Systems …, 2013 - ieeexplore.ieee.org
Check node update processing for non-binary LDPC (NB-LDPC) architectures requires a
large number of clock cycles, which limits the achievable throughput to tens of Mbps for high …

Efficient ldpc encoder design for iot-type devices

J Hyla, W Sułek, W Izydorczyk, L Dziczkowski… - Applied Sciences, 2022 - mdpi.com
Low-density parity-check (LDPC) codes are known to be one of the best error-correction
coding (ECC) schemes in terms of correction performance. They have been utilized in many …

A model-driven deep learning method for normalized min-sum LDPC decoding

Q Wang, S Wang, H Fang, L Chen… - 2020 IEEE …, 2020 - ieeexplore.ieee.org
With the applications of deep learning networks booming in physical layer communication,
deep-learning-based channel decoding methods have become a research hotspot …

Low-complexity high-throughput QC-LDPC decoder for 5G new radio wireless communication

T Thi Bao Nguyen, T Nguyen Tan, H Lee - Electronics, 2021 - mdpi.com
This paper presents a pipelined layered quasi-cyclic low-density parity-check (QC-LDPC)
decoder architecture targeting low-complexity, high-throughput, and efficient use of …

[PDF][PDF] FPGA Implementation of a LDPC Decoder using a Reduced Complexity Message Passing Algorithm.

VA Chandrasetty, SM Aziz - J. Networks, 2011 - Citeseer
In this paper, a simplified message passing algorithm for decoding Low-Density Parity-
Check (LDPC) codes is proposed with a view to reduce the implementation complexity. The …

Flexible LDPC decoder design for multigigabit-per-second applications

C Zhang, Z Wang, J Sha, L Li… - IEEE Transactions on …, 2009 - ieeexplore.ieee.org
Low-density parity-check (LDPC) codes are one of the most promising error-correcting
codes approaching Shannon capacity and have been adopted in many applications …

A high-throughput trellis-based layered decoding architecture for non-binary LDPC codes using max-log-QSPA

YL Ueng, KH Liao, HC Chou… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
This paper presents a high-throughput decoder architecture for non-binary low-density parity-
check (LDPC) codes, where the q-ary sum-product algorithm (QSPA) in the log domain is …

Set message-passing decoding algorithms for regular non-binary LDPC codes

Q Huang, L Song, Z Wang - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
In the check node (CN) update of non-binary message-passing algorithms, each element of
reliability vectors takes the same computational complexity. However, our analysis indicates …

High-throughput LDPC decoders

MM Mansour, NR Shanbhag - IEEE transactions on very large …, 2003 - ieeexplore.ieee.org
A high-throughput memory-efficient decoder architecture for low-density parity-check
(LDPC) codes is proposed based on a novel turbo decoding algorithm. The architecture …