Constrained Coding with Error Control for DNA-Based Data Storage

被引:0
|
作者
Nguyen, Tuan Thanh [1 ]
Cai, Kui [1 ]
Immink, Kees A. Schouhamer [2 ]
Kiah, Han Mao [3 ]
机构
[1] Singapore Univ Technol & Design, Singapore 487372, Singapore
[2] Turing Machines Inc, Willemskade 15d, NL-3016 DK Rotterdam, Netherlands
[3] Nanyang Technol Univ, Sch Phys & Math Sci, Singapore 637371, Singapore
关键词
INFORMATION-STORAGE; RUN-LENGTH; CODES; CAPACITY;
D O I
10.1109/isit44484.2020.9174438
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In this paper, we first propose coding techniques for DNA-based data storage which account the maximum homopolymer runlength and the GC-content. In particular, for arbitrary l, epsilon > 0, we propose simple and efficient (epsilon, l)-constrained encoders that transform binary sequences into DNA base sequences (codewords), that satisfy the following properties: Runlength constraint: the maximum homopolymer run in each codeword is at most l, GC-content constraint: the GC-content of each codeword is within [0.5 - epsilon, 0.5 + l]. For practical values of l and epsilon, our codes achieve higher rates than the existing results in the literature. We further design efficient (epsilon, l)-constrained codes with error-correction capability. Specifically, the designed codes satisfy the runlength constraint, the GC-content constraint, and can correct a single edit (i.e. a single deletion, insertion, or substitution) and its variants. To the best of our knowledge, no such codes are constructed prior to this work.
引用
收藏
页码:694 / 699
页数:6
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