DocumentCode :
2460672
Title :
Repetition Coding as an Effective Error Correction Code for Information Encoded in DNA
Author :
Haughton, David ; Balado, Félix
Author_Institution :
Sch. of Comput. Sci. & Inf., Univ. Coll. Dublin, Dublin, Ireland
fYear :
2011
fDate :
24-26 Oct. 2011
Firstpage :
253
Lastpage :
260
Abstract :
The goal of DNA data embedding is to enable robust encoding of non-genetic information in DNA. This field straddles the areas of bioinformatics and digital communications, since DNA mutations can be seen as akin to a noisy channel from the point of view of information encoding. In this paper we present two algorithms which, building on a variant of a method proposed by Yachie et al., rely on repetition coding to effectively counteract the impact that mutations have on an embedded message. The algorithms are designed for resynchronising multiple, originally identical, information encoded DNA sequences, embedded within non-coding DNA (ncDNA) sections of a host genome. They use both BLAST and MUSCLE algorithms to accomplish this. Bit error rates at the decoder are established for mutations rates accumulated over a number of generations of the host organism. The empirical results obtained are compared to a theoretical bound for optimal decoding.
Keywords :
DNA; bioinformatics; cellular biophysics; digital communication; error correction codes; error statistics; genomics; microorganisms; molecular biophysics; BLAST algorithms; DNA data; DNA mutations; MUSCLE algorithms; bioinformatics; bit error rate; digital communications; effective error correction code; genome; information encoded DNA sequences; noisy channel; noncoding DNA sections; nongenetic information; optimal decoding; organism; robust encoding; Bioinformatics; DNA; Decoding; Encoding; Error analysis; Genomics; Microorganisms; DNA Data Embedding; DNA Watermarking; Decoding Performance; Sequence Alignment;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Bioinformatics and Bioengineering (BIBE), 2011 IEEE 11th International Conference on
Conference_Location :
Taichung
Print_ISBN :
978-1-61284-975-1
Type :
conf
DOI :
10.1109/BIBE.2011.45
Filename :
6089836
Link To Document :
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