Please use this identifier to cite or link to this item: https://hdl.handle.net/10356/136748
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dc.contributor.authorNg, Yi Meien_US
dc.date.accessioned2020-01-14T13:39:58Z-
dc.date.available2020-01-14T13:39:58Z-
dc.date.issued2019-
dc.identifier.urihttps://hdl.handle.net/10356/136748-
dc.description.abstractDue to its large storage capacity and preservation ability, Deoxyribonucleic Acid (DNA) has become an attractive medium to store the increasing amount of information present today. Various research has been conducted to examine more ways to tap on the potential of DNA storage. However, due to the complex nature of DNA, errors such as deletions, insertions and substitutions can occur during the DNA synthesizing, sequencing or storage stage. Hence, data recovery becomes a challenge as the data directly retrieved from the medium would be altered due to the errors. Error studies of the DNA storage is crucial in understanding the error characteristics of the channel before deciding which error correcting codes to implement. In this final report, comprehensive error studies were conducted using various analysis methods. The error studies are based on the sequencing experimental results using Illumina Hi-Seq sequence technology. An experiment of 5000 oligos were simulated based on the results of error analyses, mainly taking substitution errors as consideration and using the substitution error probabilities. Subsequently, Reed-Solomon code was also implemented to correct the generated errors and the error performance after decoding was evaluated.en_US
dc.language.isoenen_US
dc.publisherNanyang Technological Universityen_US
dc.relationA3299-182en_US
dc.subjectEngineering::Electrical and electronic engineeringen_US
dc.titleError studies for DNA data storageen_US
dc.typeFinal Year Project (FYP)en_US
dc.contributor.supervisorErry Gunawanen_US
dc.contributor.schoolSchool of Electrical and Electronic Engineeringen_US
dc.description.degreeBachelor of Engineering (Electrical and Electronic Engineering)en_US
dc.contributor.supervisoremailEGUNAWAN@ntu.edu.sgen_US
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Appears in Collections:EEE Student Reports (FYP/IA/PA/PI)
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