Spatially “Mt. Fuji” coupled LDPC codes

Yuta Nakahara, Shota Saito, T. Matsushima
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引用次数: 1

Abstract

A new type of spatially coupled low density parity check (SCLDPC) codes is introduced. These codes have exponentially increasing nodes as position goes to the middle of the chain. We call the codes spatially "Mt. Fuji" coupled LDPC (SFCLDPC) codes because the shape constructed by the number of nodes looks like "Mt. Fuji". By this structure, the SFCLDPC codes have the rate loss O(α−L), while the usual SCLDPC codes have O(L−1). In addition, the decoding processes for the SFCLDPC codes are accelerated exponentially fast as the iteration progresses. An infinite length analysis for the SFCLDPC codes with the density evolution and a finite length performance comparison between the SFCLDPC codes and the SCLDPC codes with computer simulations are made.
空间上的“富士山”耦合LDPC码
介绍了一种新型空间耦合低密度奇偶校验码(SCLDPC)。随着位置向链的中间移动,这些代码的节点呈指数增长。由于节点数构成的形状类似于“富士山”,因此我们称其为空间上的“富士山”耦合LDPC (SFCLDPC)码。通过这种结构,SFCLDPC码的码率损失为O(α−L),而通常的SCLDPC码的码率损失为O(L−1)。此外,随着迭代的进行,SFCLDPC码的解码速度呈指数级加快。对SFCLDPC码进行了密度演化的无限长分析,并通过计算机仿真对SFCLDPC码与SCLDPC码的有限长性能进行了比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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