Reconstructing Mixtures of Coded Strings from Prefix and Suffix Compositions

被引:0
|
作者
Gabrys, Ryan [1 ]
Pattabiraman, Srilakshmi [1 ]
Milenkovic, Olgica [1 ]
机构
[1] Univ Illinois, ECE Dept, Urbana, IL 61801 USA
来源
2020 IEEE INFORMATION THEORY WORKSHOP (ITW) | 2021年
关键词
B-h sequences; polymer-based data storage; unique string reconstruction; INFORMATION;
D O I
10.1109/ITW46852.2021.9457660
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The problem of string reconstruction from substring information has found many applications due to its relevance in DNA- and polymer-based data storage. One practically important and challenging paradigm requires reconstructing mixtures of strings based on the union of compositions of their prefixes and suffixes, generated by mass spectrometry readouts. We describe new coding methods that allow for unique joint reconstruction of subsets of strings selected from a code and provide matching upper and lower bounds on the asymptotic rate of the underlying codebooks. Under certain mild constraints on the problem parameters, one can show that the largest possible rate of a codebook that allows for all subcollections of less than or equal to h codestrings to be uniquely reconstructable from the prefix-suffix information equals 1/h.
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页数:5
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