Modern-Driven Deep Learning for Belief Propagation LDPC Decoding

Author(s):  
Yiduo Tang ◽  
Lin Zhou ◽  
Shuying Zhang ◽  
Yan Chen
2013 ◽  
Vol 385-386 ◽  
pp. 1576-1581
Author(s):  
Zhong Xun Wang ◽  
Xing Long Gao

In this paper, we propose the modified minsum decoding algorithm of LDPC(Low-Density Parity-Check) code in the simplified difference-domain on the basis of detailed analysis of LDPC decoding algorithm in difference-domain. The simulation indicates that the proposed decoding algorithm offers almost no performance degradation compared with the BP(Belief Propagation) decoding algorithm in log-domain and the decoding algorithm in difference-domain and offers better performance than minsum decoding algorithm in log-domain and greatly reduces the computation complexity in AWGN(Additive White Gaussian Noise) channel and under BPSK(Binary Phase Shift Keying) modulation.


Author(s):  
Weihong Xu ◽  
Xiaosi Tan ◽  
Yair Be'ery ◽  
Yeong-Luh Ueng ◽  
Yongming Huang ◽  
...  

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