Title :
Density Evolution for Min-Sum Decoding of LDPC Codes Under Unreliable Message Storage
Author :
Balatsoukas-Stimming, Alexios ; Burg, Andreas
Author_Institution :
Telecommun. Circuits Lab., Ecole Polytech. Fed. de Lausanne, Lausanne, Switzerland
Abstract :
We analyze the performance of quantized min-sum decoding of low-density parity-check codes under unreliable message storage. To this end, we introduce a simple bit-level error model and show that decoder symmetry is preserved under this model. Subsequently, we formulate the corresponding density evolution equations to predict the average bit error probability in the limit of infinite block length. We present numerical threshold results and we show that using more quantization bits is not always beneficial in the context of faulty decoders.
Keywords :
decoding; error statistics; parity check codes; LDPC codes; average bit error probability; bit-level error model; decoder symmetry; density evolution; infinite blocklength; low-density parity-check codes; message storage; numerical threshold; quantized min-sum decoding; Binary phase shift keying; Circuit faults; Decoding; Error probability; Iterative decoding; Quantization (signal); LDPC codes; faulty decoding; min-sum decoding;
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/LCOMM.2014.030714.132830