DNA存储中串联编码的精确误差指数

IF 2.9 3区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS
Yan Hao Ling;Jonathan Scarlett
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引用次数: 0

摘要

在本文中,我们考虑了一类基于串联编码的DNA存储代码,其中选定的分子被限制从与测序通道相关的“内部”代码本中取出。该码本以“闭盒”方式使用,并且仅假设在达到渐近消失的最大(内部)错误概率的意义上以可实现的速率运行。我们首先在一个广泛研究的恒定速率和线性序列读取数的情况下推导出精确的误差指数,并对现有的可实现的误差指数进行了严格的改进。此外,我们的可实现性分析是基于编码-索引策略的,这意味着这种策略在我们考虑的更广泛的代码类别中获得最高的错误指数。然后,我们将结果扩展到其他缩放机制,包括超线性的读取数量,以及几个低速率机制。我们发现后者具有明显的复杂性,例如序列错误的误差指数对模型的依赖关系。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Exact Error Exponents of Concatenated Codes for DNA Storage
In this paper, we consider a concatenated coding based class of DNA storage codes in which the selected molecules are constrained to be taken from an “inner” codebook associated with the sequencing channel. This codebook is used in a “closed-box” manner, and is only assumed to operate at an achievable rate in the sense of attaining asymptotically vanishing maximal (inner) error probability. We first derive the exact error exponent in a widely-studied regime of constant rate and a linear number of sequencing reads, and show strict improvements over an existing achievable error exponent. Moreover, our achievability analysis is based on a coded-index strategy, implying that such strategies attain the highest error exponents within the broader class of codes that we consider. We then extend our results to other scaling regimes, including a super-linear number of reads, as well as several low-rate regimes. We find that the latter comes with notable intricacies, such as dependencies of the error exponents on the model for sequencing errors.
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来源期刊
IEEE Transactions on Information Theory
IEEE Transactions on Information Theory 工程技术-工程:电子与电气
CiteScore
5.70
自引率
20.00%
发文量
514
审稿时长
12 months
期刊介绍: The IEEE Transactions on Information Theory is a journal that publishes theoretical and experimental papers concerned with the transmission, processing, and utilization of information. The boundaries of acceptable subject matter are intentionally not sharply delimited. Rather, it is hoped that as the focus of research activity changes, a flexible policy will permit this Transactions to follow suit. Current appropriate topics are best reflected by recent Tables of Contents; they are summarized in the titles of editorial areas that appear on the inside front cover.
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