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Gradient Descent Bit Flipping Algorithms for Decoding LDPC Codes

delete2010-06-01
delete108
PRE
AI
T
Tadashi Wadayama *
K
K. Nakamura
I
Ichi Takumi
DOI:10.1109/TCOMM.2010.06.090046delete
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摘要

摘要

En 中文
A novel class of bit-flipping (BF) algorithm for decoding low-density parity-check (LDPC) codes is presented. The proposed algorithms, which are referred to as gradient descent bit flipping (GDBF) algorithms, can be regarded as simplified gradient descent algorithms. The proposed algorithms exhibit better decoding performance than known BF algorithms, such as the weighted BF algorithm or the modified weighted BF algorithm for several LDPC codes.
Keyword:
LDPC code
bit-flipping algorithm
gradient descent algorithm
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期刊

IEEE Transactions on Communications 封面图
IEEE Transactions on Communications
IF:
8.3
论文数:
1.2W
被引数:
3.6W

机构

N
Nagoya Institute of Technology
学者数:
3.7K
论文数: 3.2K
被引数: 2.4K
Meijo University 封面图
Meijo University
学者数:
1.7K
论文数: 1.3K
被引数: 1.2K
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