IEEE Transactions on Information Theory · 2023 · 15 citations · 26 references
EngineeringBioinformaticsCryptographyGenomic Data AnalysisInformation TheoryChannel CapacityChannel CodingCoding TheoryDna Strand BreaksError Control CodingError-correcting CodesAsymptotic AnalysisCode ConstructionsCoding-theoretic CommunicationDna Data Storage
We study the adversarial torn-paper channel. This problem is motivated by applications in DNA data storage where the DNA strands that carry information may break into smaller pieces which are received out of order. Our model extends the previously researched probabilistic setting to the worst-case. We develop code constructions for any parameters of the channel for which non-vanishing asymptotic rate is possible and show our constructions achieve asymptotically optimal rate while allowing for efficient encoding and decoding. Finally, we extend our results to related settings included multi-strand storage, presence of substitution errors, or incomplete coverage.
26
Nonhybrid, finished microbial genome assemblies from long-read SMRT sequencing data
Chen-Shan Chin, David H. Alexander, Patrick Marks et al. · Nature Methods · 2013 · 4.3K citations
Next-Generation Digital Information Storage in DNA
George M. Church, Yuan Gao, Sriram Kosuri · Science · 2012 · 1.4K citations · Full text
Towards practical, high-capacity, low-maintenance information storage in synthesized DNA
Nick Goldman, Paul Bertone, Siyuan Chen et al. · Nature · 2013 · 1.2K citations
DNA Fountain enables a robust and efficient storage architecture
Yaniv Erlich · Science · 2017 · 854 citations