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Structured LDPC Codes to Reduce Pseudo Cycles for Turbo Equalization in Perpendicular Magnetic Recording

机译:结构化的LDPC码可减少垂直磁记录中用于Turbo均衡的伪周期

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摘要

Low-density parity-check (LDPC) codes are typically designed to avoid the length-4 cycles to ensure acceptable levels of performance. However, the turbo equalization, which relies on an interaction between an inner code such as an LDPC code and a soft-output Viterbi algorithm (SOVA) detector, exhibits a performance degradation due to the pseudo cycles. In this paper, we propose an interleaved modified array code (IMAC) that can reduce the number of pseudo cycles, hence, improving the gains from the iterative processing technique. The modification is made on the existing array-based LDPC codes named modified array codes (MAC) by introducing an additional interleaving matrix to the parity-check matrix. Simulation results on the perpendicular magnetic recording channels (PMRC) demonstrate that the IMAC outperforms both the MAC and the previously proposed random interleave array (RIA) codes for the partial-response targets under consideration. In addition, a subblock-based encoder design is proposed to reduce the encoding complexity of the IMAC and when compared with the RIA code, the IMAC exhibits a lower encoding complexity, and still maintains a comparable level of the decoding complexity.
机译:低密度奇偶校验(LDPC)码通常被设计为避免使用长度为4的循环,以确保可接受的性能水平。但是,依赖于诸如LDPC码之类的内部码与软输出维特比算法(SOVA)检测器之间的相互作用的Turbo均衡由于伪周期而导致性能下降。在本文中,我们提出了一种交错式修改数组代码(IMAC),它可以减少伪周期数,从而提高了迭代处理技术的收益。通过在奇偶校验矩阵中引入一个附加的交织矩阵,可以对现有的基于数组的LDPC码(称为已修改的数组代码(MAC))进行修改。垂直磁记录通道(PMRC)上的仿真结果表明,对于所考虑的部分响应目标,IMAC的性能优于MAC和先前提出的随机交织阵列(RIA)代码。另外,提出了基于子块的编码器设计以降低IMAC的编码复杂度,并且当与RIA码相比时,IMAC表现出较低的编码复杂度,并且仍然维持可比较水平的解码复杂度。

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