Modified LDPC BF decoding algorithm based on reliability ratio

被引:0
|
作者
Guo, Qiang [1 ]
机构
[1] National Mobile Communications Research Laboratory, Southeast University, Nanjing 210096, China
关键词
Decoding - Signal encoding - Satellite communication systems - Computational complexity - Forward error correction - Bit error rate;
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学科分类号
摘要
Compared with belief-propagation decoding algorithm which has complexity class of o(n2), bit-flipping (BF) decoding algorithm for low density parity check (LDPC) codes has only complexity class of o(n). However, the performance of BF algorithm is degraded. This paper presents a modified BF decoding algorithm, which uses reliability ratio as a weight of information node in unsatisfied parity checks so that the soft information is introduced in decoding, and the decoding performance is improved greatly with a little more computation. Analyses show the modified algorithm still has a complexity class of o(n). Simulation results indicate that the error rate with 7 dB SNR is improved from 10-3 of the weighted bit-flipping decoding algorithm to 10-4 of the modified algorithm.
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页码:165 / 167
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