基于dna存储系统的信息理论问题

S. Kruglik, G. Kucherov, Kamilla Nazirkhanova, Mikhail Filitov
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引用次数: 0

摘要

引言:目前,我们目睹了人类产生的信息量的爆炸性增长。这就提出了其有效存储和处理的新的基本问题。常用的磁性、光学和半导体信息存储设备具有与小的信息密度和有限的耐久性有关的几个缺点。解决这些问题的一种有前途的新方法是基于DNA的数据存储。目的:综述现代基于DNA的存储系统及其相关的信息理论问题。结果:综述了基于DNA的存储系统的现状。分析了它们中出现的错误类型以及相应的纠错码。显示了这些代码的缺点,并提到了可能的改进途径。分析了所提出的基于DNA的存储系统的信息论模型,并强调了它们的局限性。总之,列出了实际实现基于DNA的存储系统的主要障碍,使用本综述中考虑的信息论方法可以潜在地克服这些障碍。
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Information-theoretic problems of DNA-based storage systems
Introduction: Currently, we witness an explosive growth in the amount of information produced by humanity. This raises new fundamental problems of its efficient storage and processing. Commonly used magnetic, optical, and semiconductor information storage devices have several drawbacks related to small information density and limited durability. One of the promising novel approaches to solving these problems is DNA-based data storage. Purpose: An overview of modern DNA-based storage systems and related information-theoretic problems. Results: The current state of the art of DNA-based storage systems is reviewed. Types of errors occurring in them as well as corresponding error-correcting codes are analized. The disadvantages of these codes are shown, and possible pathways for improvement are mentioned. Proposed information-theoretic models of DNA-based storage systems are analyzed, and their limitation highlighted. In conclusion, main obstacles to practical implementation of DNA-based storage systems are formulated, which can be potentially overcome using information-theoretic methods considered in this overview.
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来源期刊
Informatsionno-Upravliaiushchie Sistemy
Informatsionno-Upravliaiushchie Sistemy Mathematics-Control and Optimization
CiteScore
1.40
自引率
0.00%
发文量
35
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