A Low Complexity Model-Driven Deep Learning LDPC Decoding Algorithm
Published in 2021 IEEE 6th International Conference on Computer and Communication Systems (ICCCS) • Apr 23, 2021
Authors:,,
Qingle Wu
Su-Kit Tang
Yuanhui Liang
Abstract
A novel Neural Offset Min-Sum(NOMS) Belief Propagation(BP) decoding algorithm based on model-driven is proposed which applied to LDPC decoding. NOMS is improved multiplication in Neural Normalized Min-Sum(NNMS) into addition operation to reduce the complexity of calculation., a better Bit Error Rate...
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