Title :
On Detection Method for Soft Iterative Decoding in the Presence of Impulsive Interference
Author :
Dimanche, Vincent ; Goupil, Alban ; Clavier, Laurent ; Gelle, Guillaume
Author_Institution :
CReSTIC, Univ. of Reims Champagne-Ardenne, Reims, France
Abstract :
This paper deals with the performance improvement of soft iterative decoders in impulsive interference modeled by additive noise. In case of α-stable noise, the inputs of the belief propagation decoder are too complex to compute. We propose to use an approximation of the log likelihood ratio in an impulsive environment. Even with this simplification, we show that the performance stays close to the one obtained using the true probability density function. Moreover, the robustness of our solution against the parameter estimation is investigated.
Keywords :
approximation theory; impulse noise; iterative decoding; parameter estimation; probability; radiofrequency interference; α-stable noise; additive noise; approximation; belief propagation decoder; detection method; impulsive environment; impulsive interference; log likelihood ratio; parameter estimation; probability density function; soft iterative decoding; Approximation methods; Bit error rate; Decoding; Interference; Iterative decoding; Noise; Robustness; $alpha$-stable; LDPC codes; Turbo codes; impulsive interference; impulsive noise; soft iterative decoding;
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/LCOMM.2014.2320921