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Applications of iterative decoding to magnetic recording channels.

机译:迭代解码在磁记录通道上的应用。

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摘要

Magnetic recoding channels (MRCs) are subject to noise contamination and error-correcting codes (ECCs) are used to keep the integrity of the data. Conventionally, hard decoding of the ECCs is performed. In this dissertation, systems using soft iterative decoding techniques are presented and their improved performance is established.; Three coding schemes are investigated for magnetic recording systems. Firstly, block turbo codes, including product codes and parallel block turbo codes, are considered on MRCs. Product codes with other types of component codes are briefly discussed.; Secondly, binary low-density parity-check (LDPC) codes are proposed for MRCs. Random binary LDPC codes, finite-geometry LDPC codes and irregular LDPC codes are considered. With belief propagation decoding, LDPC systems are shown to have superior performance over current Reed-Solomon (RS) systems at the range possible for computer simulation. The issue of RS-LDPC concatenation is also addressed.; Finally, Q-ary LDPC (Q-LDPC) codes are considered for MRCs. Belief propagation decoding for binary LDPC codes is extended to Q-LDPC codes and a reduced-complexity decoding algorithm for Q-LDPC codes is developed. Q-LDPC coded systems perform very well with random noise as well as with burst erasures. Simulations show that Q-LDPC systems outperform RS systems.
机译:磁记录通道(MRC)容易受到噪声污染,并且使用纠错码(ECC)来保持数据的完整性。常规地,执行ECC的硬解码。本文提出了使用软迭代解码技术的系统,并建立了改进的性能。对于磁记录系统,研究了三种编码方案。首先,在MRC上考虑包括产品码和并行块turbo码的块turbo码。简要讨论了产品代码以及其他类型的组件代码。其次,针对MRC提出了二进制低密度奇偶校验码(LDPC)。考虑了随机二进制LDPC码,有限几何LDPC码和不规则LDPC码。通过置信传播解码,可以证明LDPC系统在计算机仿真可能的范围内具有优于当前Reed-Solomon(RS)系统的性能。还解决了RS-LDPC串联的问题。最后,针对MRC考虑使用Q元LDPC(Q-LDPC)码。将用于二进制LDPC码的置信传播解码扩展到Q-LDPC码,并开发了用于Q-LDPC码的降低复杂度的解码算法。 Q-LDPC编码系统在随机噪声以及突发擦除方面表现非常出色。仿真表明,Q-LDPC系统的性能优于RS系统。

著录项

  • 作者

    Song, Hongxin.;

  • 作者单位

    The University of Oklahoma.;

  • 授予单位 The University of Oklahoma.;
  • 学科 Engineering Electronics and Electrical.
  • 学位 Ph.D.
  • 年度 2002
  • 页码 133 p.
  • 总页数 133
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 无线电电子学、电信技术;
  • 关键词

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