外级低纠错能力多级快闪存储器的级联编码

Q3 Mathematics SPIIRAS Proceedings Pub Date : 2019-09-19 DOI:10.15622/sp.2019.18.5.1149-1181
F. Taubin, A. Trofimov
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引用次数: 1

摘要

多层快闪记忆体纠错编码的组织方法之一是基于串联结构,特别是基于多维格进行内部编码。这种结构的一个特征是外部解码器的复杂性在总解码器复杂性中占主导地位。因此,具有低复杂度外部解码器的串联结构可能具有吸引力,因为在实际应用中解码器的复杂度是使用纠错编码的关键限制。本文提出了一种以基于Barnes-Wall点阵的码为内码,以纠错率可达4 ~ 5的Reed-Solomon码为外码的多电平闪存级联编码方案。对具有非均匀目标电压电平和依赖于记录值的噪声方差(输入相关加性高斯噪声,ID-AGN)的闪存单元的基本物理特征的模型进行了性能分析。对于这个模型,我们开发了一种改进的方法来评估内部代码的错误概率。这种改进使用了内部代码网格的并行结构,大大降低了性能估计的计算复杂度。我们给出了里德-所罗门码可实现的记录密度的数值例子,在广泛的保留时间和写/读周期的数量范围内,作为外部代码,校正最多四个错误。
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Concatenated Coding for Multilevel Flash Memory with Low Error Correction Capabilities in Outer Stage
One of the approaches to organization of error correcting coding for multilevel flash memory is based on concatenated construction, in particular, on multidimensional lattices for inner coding. A characteristic feature of such structures is the dominance of the complexity of the outer decoder in the total decoder complexity. Therefore the concatenated construction with low-complexity outer decoder may be attractive since in practical applications the decoder complexity is the crucial limitation for the usage of the error correction coding. We consider a concatenated coding scheme for multilevel flash memory with the Barnes-Wall lattice based codes as an inner code and the Reed-Solomon code with correction up to 4…5 errors as an outer one. Performance analysis is fulfilled for a model characterizing the basic physical features of a flash memory cell with non-uniform target voltage levels and noise variance dependent on the recorded value (input-dependent additive Gaussian noise, ID-AGN). For this model we develop a modification of our approach for evaluation the error probability for the inner code. This modification uses the parallel structure of the inner code trellis which significantly reduces the computational complexity of the performance estimation. We present numerical examples of achievable recording density for the Reed-Solomon codes with correction up to four errors as the outer code for wide range of the retention time and number of write/read cycles.
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来源期刊
SPIIRAS Proceedings
SPIIRAS Proceedings Mathematics-Applied Mathematics
CiteScore
1.90
自引率
0.00%
发文量
0
审稿时长
14 weeks
期刊介绍: The SPIIRAS Proceedings journal publishes scientific, scientific-educational, scientific-popular papers relating to computer science, automation, applied mathematics, interdisciplinary research, as well as information technology, the theoretical foundations of computer science (such as mathematical and related to other scientific disciplines), information security and information protection, decision making and artificial intelligence, mathematical modeling, informatization.
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