The decoding performance of product codes (PCs) and staircase codes (SCCs) based on iterative bounded-distance decoding (iBDD) can be improved with the aid of a moderate amount of soft information, maintaining a low decoding complexity. One promising approach is error-and-erasure (EaE) decoding, whose performance can be reliably estimated with density evolution (DE). However, the extrinsic message passing (EMP) decoder required by the DE analysis entails a much higher complexity than the simple intrinsic message passing (IMP) decoder. In this paper, we simplify the EMP decoding algorithm for the EaE channel for two commonly-used EaE decoders by deriving the EMP decoding results from the IMP decoder output and some additional logical operations based on the algebraic structure of the component codes and the EaE decoding rule. Simulation results show that the number of BDD steps is reduced to being comparable with IMP. Furthermore, we propose a heuristic modification of the EMP decoder that reduces the complexity further. In numerical simulations, the decoding performance of the modified decoder yields up to 0.25 dB improvement compared to standard EMP decoding.
翻译:产品编码(PCs)和楼梯编码(SCCs)的解码性能以迭代约束远程解码(iBDD)为基础,如果有少量软信息帮助,保持低解码复杂性,就可以改进产品编码(PCs)和楼梯编码(SCCs)的解码性能。一种有希望的方法是错误和缩小编码(EaE)的解码性能,其性能可以通过密度变化(DE)来可靠地估计。然而,DE分析所要求的外端信息传递(EMP)解码性能的解码性能比简单的内在信息传递(IMP)解码器(iBD)的解码性能要复杂得多。在本文中,我们建议对两个常用的 EaE 频道的 EaE 解码性算法进行简化 EaE 解码算法的 EMP, 将 EMP 解码性能结果从IMP decoder 解码性能和基于组件编码变异性结构和EMP EaED解码规则的其他逻辑操作进行可靠估计。模拟的结果显示, BDDDD步骤的数目将减少到与IMP(IMP) INP(IMP)的改进。我们建议对EMPCADOLDB的升级为0DOLDDDB的升级,将进一步修改到降低ECODDDUDMDMD的数值的升级。