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Reed-Muller Coding for Partial Response Channels

机译:部分响应通道的Reed-Muller编码

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This paper deals with Reed-Muller (RM) coding and concatenated soft-decision decoding for binary partial-response class-IV (PRIV) channels. Block interleaved RM codewords are transmitted with preceding over the PRIV channel. In the receiver, soft-decision decoding is accomplished in two stages. An inner decoder accounts for the preceded transmission of binary symbols over the PRIV channel. Approximate log-likelihood ratios for individual code symbols are determined by a new bi-directional symbol estimation algorithm. The obtained soft information values are deinterleaved and passed to the outer decoding stage. With sufficient interleaving, these values represent the appropriate metrics for soft-decision RM decoding. An efficient suboptimal decoding algorithm based on the generalized multiple concatenation (GMC) structure of RM codes is employed. Real coding gains over uncoded transmission with maximum-likelihood sequence decoding were determined by simulation. Results are presented for various RM code parameters and degrees of interleaving. Encoder and decoder realization as well as complexity issues are addressed. A comparison with other coding schemes known for PRIV channels shows significant advantages of the scheme considered here in terms of coding gains versus decoding complexity.
机译:本文研究了针对二进制部分响应IV类(PRIV)信道的Reed-Muller(RM)编码和级联软判决解码。块交织的RM码字在PRIV信道上先行发送。在接收机中,软判决解码分两个阶段完成。内部解码器解决了PRIV通道上二进制符号的先行传输。各个代码符号的近似对数似然比由新的双向符号估计算法确定。所获得的软信息值被解交织并传递到外部解码级。通过充分的交织,这些值代表用于软判决RM解码的适当度量。采用了一种基于RM码的广义多重级联(GMC)结构的高效次优解码算法。通过仿真确定了通过最大似然序列解码进行的未编码传输上的实际编码增益。给出了各种RM代码参数和交织度的结果。解决了编码器和解码器的实现以及复杂性问题。与已知用于PRIV信道的其他编码方案的比较表明,就编码增益与解码复杂度而言,此处考虑的方案具有明显优势。

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