Title :
Clipping Demapper for LDPC Decoding in Impulsive Channel
Author :
Maad, H.B. ; Goupil, Alban ; Clavier, Laurent ; Gelle, Guillaume
Abstract :
This paper deals with the performance of Low-Density Parity-Check codes in impulsive interference modeled by α-stable random variables. In case of α-stable noise, the optimal inputs of the belief propagation decoder are complex to obtain. We propose to use the simple clipping approach that reduces the impact of large noise values. Our main contribution is to give three different approaches to obtain the parameters of the clipping function and to assess the performance of the decoder. We show that a look-up table whose values are pre-determined, thanks to the Density Evolution tool, is the most efficient approach.
Keywords :
decoding; interference suppression; parity check codes; α-stable noise; α-stable random variables; LDPC decoding; belief propagation decoder; clipping demapper; density evolution tool; impulsive channel; impulsive interference; look-up table; low-density parity-check codes; noise values reduction; Ad hoc networks; Approximation methods; Channel capacity; Decoding; Interference; Noise; Parity check codes; α-stable interference; LDPC codes; clipping; density evolution;
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/LCOMM.2013.031913.130060