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Performance of Soft Viterbi Decoder enhanced with Non-Transmittable Codewords for storage media

机译:通过存储介质的不可传输码字增强了软维特比解码器的性能

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The introduction of Non-Transmittable Codewords (NTCs) into Viterbi Algorithm Decoder has emerged as one of the best ways of improving performance of the Viterbi Algorithm Decoder. However, the performance has been tested only in hard decision Viterbi Decoder in telecommunication systems, but not in soft decision Viterbi Decoder and storage media. Most storage media use Reed Solomon (RS) Algorithm Decoder. Yet, the field experience still shows failure of the algorithm in correcting burst errors in reading data from the storage media; leading into data loss. This paper introduces the Soft Viterbi Algorithm Decoding enhanced with Non-Transmittable Codewords for storage media. Matlab software was used to simulate the algorithm and the performance was measured by comparing residual errors in a data length of one million bits. Additive White Gaussian Noise model was applied to distort the stored data. The performance comparison was made against the Reed Solomon code, Normal Soft Viterbi and Hard decision Viterbi enhanced with NTCs. The results showed that the Soft Viterbi Algorithm enhanced with NTCs performed remarkably better by 88.98% against RS, 84.31% against Normal Soft Viterbi and 67.26% against Hard Viterbi enhanced with NTCs.
机译:在维特比算法解码器中引入不可传输码字(NTC)已成为提高维特比算法解码器性能的最佳方法之一。但是,仅在电信系统的硬判决维特比解码器中测试过性能,而未在软判决维特比解码器和存储介质中测试过性能。大多数存储媒体使用里德所罗门(RS)算法解码器。但是,现场经验仍然表明,该算法无法纠正从存储介质读取数据时的突发错误;导致数据丢失。本文介绍了使用不可传输码字增强的用于存储介质的软维特比算法解码。使用Matlab软件模拟该算法,并通过比较一百万位数据长度中的残留错误来测量性能。应用加性高斯白噪声模型使存储的数据失真。针对Reed Solomon代码,使用NTC增强的Normal Soft Viterbi和Hard决策Viterbi进行了性能比较。结果表明,NTCs增强的Soft Viterbi算法对RS的性能明显更好,对RS的改进为8.8%,对普通Soft Viterbi的改进为84.31%,而NTCs的对硬维特比则为67.26%。

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