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An Adaptive Single/Multiple Symbol Flipping Decoding Algorithm for Non-Binary LDPC Codes

delete2023-03-01
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PRE
AI
H
Haiqiang Chen
Y
Yulin Li
Y
Yaolin Wang
C
Chunjie Li
Y
Youming Sun *
X
Xiangcheng Li
T
Tuanfa Qin
DOI:10.1109/LCOMM.2022.3201236delete
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Abstract

Abstract

En 中文
This letter presents an adaptive single/multiple distance-symbol flipping decoding algorithm with prediction (ASMD-SFDP). Different from the D-SFDP, the presented algorithm consider both the global maximization and sec-maximization values of the reliability fluctuation quantity (RFQ). Flipping operation is performed only when the global maximization is greater than or equal to zero. Furthermore, a new flipping strategy is introduced based on the numerical gap between the global maximization and sec-maximization. The flipping operation is performed adaptively: 1) If the gap is greater than or equal to a designed threshold, only single symbol is flipped; 2) Otherwise, multiple symbols are flipped. Simulation results show that the presented algorithm can achieve a significant performance gain of 0.4 similar to 0.5 dB compared with the original D-SFDP algorithm. More interestingly, the presented algorithm also shows a much faster convergence speed.
Keywords:
Symbols
Iterative decoding
Prediction algorithms
Reliability
Maximum likelihood decoding
Complexity theory
Sun
NB-LDPC codes
flipping strategy
iterative decoding
symbol flipping decoding
convergence speed

Journal

IEEE Communications Letters cover
IEEE Communications Letters
IF:
4.4
Papers:
1.3W
Citations:
2.2W

Organization

N
Nanning University
Scholars:
225
Papers: 222
Citations: 2
G
guangxi university
Scholars:
3.4W
Papers: 1.8W
Citations: 25
Cited Papers

Cited Papers

Hard-Information Bit-Reliability Based Decoding Algorithm for Majority-Logic Decodable Nonbinary LDPC Codes
err2016-05-01
err11
PREAI
errLi, Xiangcheng; Qin, Tuanfa; Chen, Haiqiang; Sun, Youming; Liang, Qi; Luo, Liping
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errShare
errSave
Construction of nonbinary cyclic, quasi-cyclic and regular LDPC codes: A finite geometry approach
err2008-03-01
err73
PREAI
errZeng, Lingqi; Lan, Lan; Tai, Ying Yu; Zhou, Bo; Lin, Shu; Abdel-Ghaffar, Khaled A. S.
errShare
errSave
Parallel Symbol-Flipping Decoding for Non-Binary LDPC Codes
err2013-06-01
err20
PREAI
errHuang, Chao-Cheng; Wu, Chi-Jen; Chen, Chao-Yu; Chao, Chi-chao
errShare
errSave
Low Complexity X-EMS Algorithms for Nonbinary LDPC Codes
err2012-01-01
err48
PREAI
errMa, Xiao; Zhang, Kai; Chen, Haiqiang; Bai, Baoming
errShare
errSave
errShare
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