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An Efficient Pseudo-Codeword Search Algorithm for Belief Propagation Decoding of LDPC Codes

机译:LDPC代码信仰传播解码的高效伪码字搜索算法

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We introduce the use of Fast Flat Histogram (FFH) method employing Wang Landau Algorithm in an adaptive noise sampling framework using Random Walk to find out the pseudo-codewords and consequently the pseudo-weights for the Belief Propagation (BP) decoding of LDPC codes over an Additive White Gaussian Noise (AWGN) channel The FFH method enables us to tease out pseudo-codewords at very high Signal-to-Noise Ratios (SNRs) exploring the error floor region of a wide range of codes varying in length and structure. We present the pseudo-weight (effective distance) spectra for these codes and analyze their respective behavior.
机译:我们介绍了使用随机步行的自适应噪声采样框架中采用Wang Landau算法的快速平坦直方图(FFH)方法,从而找出伪码字,因此伪权重的伪权重(BP)对LDPC代码的解码添加剂白色高斯噪声(AWGN)信道FFH方法使我们能够在非常高的信噪比(SNR)下梳理伪码字(SNRS),探索长度和结构变化的宽范围代码的误差底部区域。我们介绍了这些代码的伪权重(有效距离)光谱,并分析了它们各自的行为。

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