EXIT Chart Aided LDPC Code Design for Symmetric Alpha-Stable Impulsive Noise
Bin Dai, Rongke Liu, Yi Hou, Ling Zhao, Zhen Xing Mei · IEEE Communications Letters · 2016
In this letter, an iterative analysis method based on an extrinsic information transfer (EXIT) chart and quantized density evolution is developed for low-density paritycheck (LDPC) codes over channels with symmetric alpha-stable (SαS) impulsive noise. Based on the proposed scheme, a method to optimize ensembles of LDPC codes under different levels of impulsiveness is presented and it is shown that the information rates of our optimized code ensembles can achieve 95.4% and 94.7% of the channel capacity for α = 1.8 and α = 1, respectively. Furthermore, experimental results, including EXIT curves, thresholds, and bit-error rate performance of optimized code ensembles, are obtained to verify the effectiveness of our analysis.