A reduced-complexity trellis search decoding algorithm for extended class IV partial response systems

H. Shafiee, J. Moon
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引用次数: 3

Abstract

Modeling the magnetic recording channel as a class IV partial response system (PR4) combined with maximum likelihood detector has been shown to result in great improvements in linear storage density over the traditional peak detection method. The storage density can be further improved if the channel is modeled as an extended class IV partial response system (EPR4). The authors propose a novel recursive detection scheme for an EPR4 system which is computationally efficient when compared to the Viterbi algorithm, which achieves near-optimum performance but has substantially reduced computational and storage requirements. They present the model used and describe the technique in detail. The decoding algorithm can be applied to digital magnetic recording. It is shown that the performance of the algorithm is very close to Viterbi reception.<>
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扩展IV类部分响应系统的低复杂度网格搜索解码算法
与传统的峰值检测方法相比,将磁记录通道建模为IV类部分响应系统(PR4)并结合最大似然检测器,可以大大提高线性存储密度。如果将通道建模为扩展的IV类部分响应系统(EPR4),则可以进一步提高存储密度。作者提出了一种新的EPR4系统递归检测方案,与Viterbi算法相比,该方案计算效率高,实现了接近最佳的性能,但大大减少了计算和存储需求。他们介绍了所使用的模型并详细描述了该技术。该译码算法可应用于数字磁记录。结果表明,该算法的性能非常接近维特比接收。
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