具有gc含量和运行长度限制的DNA存储容量受限代码

Yajuan Liu, Xuan He, Xiaohu Tang
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引用次数: 5

摘要

gc含量和均聚物运行是DNA存储系统的两个限制因素。大量实验表明,如果一个DNA序列中gc含量过高(过低)或均聚物数超过6个,插入、删除和替换错误将显著增加。致力于研究具有这两种约束的DNA序列,最近的一项工作(Nguyen et al. 2020)提出了一类(λ, λ)约束的编码,它只能渐近地接近容量,但对于有限的编码长度可能有合理的损失。在本文中,我们设计了第一个基于枚举编码技术的(λ, λ)约束码,无论码长如何,都能获得容量。此外,受局部gc含量的影响,我们考虑了一种非平凡的情况,即DNA序列的前缀也首次具有gc含量约束,称为(δ, r)-前缀约束码。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Capacity-Achieving Constrained Codes with GC-Content and Runlength Limits for DNA Storage
GC-content and homopolymer run are two constraints of interest in DNA storage systems. Extensive experiments showed that if GC-content is too high (low), or homopolymer run exceeds six in a DNA sequence, there will give rise to dramatical increase of insertion, deletion and substitution errors. Committing to study the DNA sequences with both constraints, a recent work (Nguyen et al. 2020) proposed a class of (ϵ, ℓ)-constrained codes that can only asymptotically approach the capacity, but may have reasonable loss for finite code lengths.In this paper, we design the first (ϵ, ℓ)-constrained codes based on the enumeration coding technique which can always achieve capacity regardless of code lengths. In addition, motivated by the influence of local GC-content, we consider a nontrivial case that the prefixes of a DNA sequence also hold GC-content constraint for the first time, called (δ,ℓ)-prefix constrained codes.
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