研究目的
To perform a finite length analysis of regular and irregular LDPC codes to derive the block and bit-error probabilities on additive impulsive noise channels with SαS pdfs.
研究成果
The paper shows that for a given degree distribution pair, the method can be used to obtain accurate estimates of the block and bit error probabilities of finite length LDPC codes on SαS additive impulsive noise channels. The analysis implies that for a given uncoded BEP and threshold, the prediction of the actual performance for short LDPC codes could be accomplished on more general memoryless channels.
研究不足
The gap between the estimated and simulated results is greater at shorter block lengths due to the effect of short cycles in the Tanner graph and the Gaussian approximation of the observed error probabilities becoming weaker as the block length is reduced.