Title :
A Modified Belief Propagation Polar Decoder
Author :
Yingxian Zhang ; Aijun Liu ; Xiaofei Pan ; Zhan Ye ; Chao Gong
Author_Institution :
Key Lab. of Mil. Satellite Commun., PLA Univ. of Sci. & Technol., Nanjing, China
Abstract :
In this paper, a modified belief propagation (BP) polar decoder is proposed. Unlike the orignal BP polar decoders, a check node is added to each node of the proposed decoder. In the BP decoding, the propagated messages of the nodes are modified by multiplying the messages from the check nodes, so as to enhance the reliability of these propagated messages. Numerical results show that the proposed decoder achieves better performance than that of the original BP decoders, only at cost of some additional multiplications, which indicates its effectiveness.
Keywords :
block codes; decoding; error correction codes; linear codes; BP decoding; belief propagation polar decoder; check node message reliability; polar codes; Belief propagation; Bit error rate; Integrated circuits; Iterative decoding; Maximum likelihood decoding; Reliability; Belief propagation (BP) decoding; check node; polar codes;
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/LCOMM.2014.2316365