Noisy gradient descent bit-flip decoding for LDPC codes

G Sundararajan, C Winstead… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
A modified Gradient Descent Bit Flip** (GDBF) algorithm is proposed for decoding Low
Density Parity Check (LDPC) codes on the binary-input additive white Gaussian noise …

Density evolution for min-sum decoding of LDPC codes under unreliable message storage

A Balatsoukas-Stimming, A Burg - IEEE Communications …, 2014 - ieeexplore.ieee.org
We analyze the performance of quantized min-sum decoding of low-density parity-check
codes under unreliable message storage. To this end, we introduce a simple bit-level error …

Gallager B LDPC decoder with transient and permanent errors

CH Huang, Y Li, L Dolecek - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
This paper studies the performance of a noisy Gallager B decoder for regular LDPC codes.
We assume that the noisy decoder is subject to both transient processor errors and …

Density evolution and functional threshold for the noisy min-sum decoder

CK Ngassa, V Savin, E Dupraz… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
This paper investigates the behavior of the Min-Sum decoder running on noisy devices. Our
aim is to evaluate the robustness of the decoder to computation noise caused by the faulty …

Belief propagation algorithms on noisy hardware

CH Huang, Y Li, L Dolecek - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
The wide recognition that emerging nano-devices will be inherently unreliable motivates the
evaluation of information processing algorithms running on noisy hardware as well as the …

Analysis and design of finite alphabet iterative decoders robust to faulty hardware

E Dupraz, D Declercq, B Vasić… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
This paper addresses the problem of designing low-density parity check decoders robust to
transient errors introduced by faulty hardware. We assume that the faulty hardware …

Modeling and energy optimization of LDPC decoder circuits with timing violations

F Leduc-Primeau, FR Kschischang… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
This paper proposes a “quasi-synchronous” design approach for signal processing circuits,
in which timing violations are permitted, but without the need for a hardware compensation …

The impact of faulty memory bit cells on the decoding of spatially-coupled LDPC codes

J Mu, A Vosoughi, J Andrade… - 2015 49th Asilomar …, 2015 - ieeexplore.ieee.org
In this paper, we investigate the decoding performance of spatially-coupled LDPC codes in
the case of faulty memory bit-cells within the storage modules of the decoder. Our study …

Memory efficient FPGA implementation for flooded LDPC decoder

A Amaricai, O Boncalo, I Mot - 2015 23rd telecommunications …, 2015 - ieeexplore.ieee.org
This paper proposes an FPGA based flooded architecture for quasi-cyclic (QC) LDPC
decoder. The message computation for both check and variable node update is done using …

MUDRI: A fault-tolerant decoding algorithm

P Ivanis, O Al Rasheed, B Vasić - 2015 IEEE International …, 2015 - ieeexplore.ieee.org
We propose an improved version of probabilistic gradient descent bit flip** algorithm for
decoding low density parity check codes, based on MUltiple Decoding attempts and …