TY - GEN
T1 - Achievable Rates of Concatenated Codes in DNA Storage under Substitution Errors
AU - Lenz, Andreas
AU - Welter, Lorenz
AU - Puchinger, Sven
N1 - Publisher Copyright:
© 2020 IEICE.
PY - 2020/10/24
Y1 - 2020/10/24
N2 - In this paper, we study achievable rates of concatenated coding schemes over a deoxyribonucleic acid (DNA) storage channel. Our channel model incorporates the main features of DNA-based data storage. First, information is stored on many, short DNA strands. Second, the strands are stored in an unordered fashion inside the storage medium and each strand is replicated many times. Third, the data is accessed in an uncontrollable manner, i.e., random strands are drawn from the medium and received, possibly with errors. As one of our results, we show that there is a significant gap between the channel capacity and the achievable rate of a standard concatenated code in which one strand corresponds to an inner block. This is in fact surprising as for other channels, such as q-ary symmetric channels, concatenated codes are known to achieve the capacity. We further propose a modifiedconcatenated coding scheme by combining several strands into one inner block, which allows to narrow the gap and achieve rates that are close to the capacity.
AB - In this paper, we study achievable rates of concatenated coding schemes over a deoxyribonucleic acid (DNA) storage channel. Our channel model incorporates the main features of DNA-based data storage. First, information is stored on many, short DNA strands. Second, the strands are stored in an unordered fashion inside the storage medium and each strand is replicated many times. Third, the data is accessed in an uncontrollable manner, i.e., random strands are drawn from the medium and received, possibly with errors. As one of our results, we show that there is a significant gap between the channel capacity and the achievable rate of a standard concatenated code in which one strand corresponds to an inner block. This is in fact surprising as for other channels, such as q-ary symmetric channels, concatenated codes are known to achieve the capacity. We further propose a modifiedconcatenated coding scheme by combining several strands into one inner block, which allows to narrow the gap and achieve rates that are close to the capacity.
UR - http://www.scopus.com/inward/record.url?scp=85102619175&partnerID=8YFLogxK
U2 - 10.34385/proc.65.B05-7
DO - 10.34385/proc.65.B05-7
M3 - Conference contribution
AN - SCOPUS:85102619175
T3 - Proceedings of 2020 International Symposium on Information Theory and its Applications, ISITA 2020
SP - 269
EP - 273
BT - Proceedings of 2020 International Symposium on Information Theory and its Applications, ISITA 2020
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 16th International Symposium on Information Theory and its Applications, ISITA 2020
Y2 - 24 October 2020 through 27 October 2020
ER -