TY - GEN
T1 - Multi-letter converse bounds for the mismatched discrete memoryless channel with an additive metric
AU - Somekh-Baruch, Anelia
N1 - Publisher Copyright: © 2015 IEEE.
PY - 2015/9/28
Y1 - 2015/9/28
N2 - The problem of mismatched decoding with an additive metric q for a discrete memoryelss channel W is addressed. Two max-min multi-letter upper bounds on the mismatch capacity Cq(W) are derived. We further prove that if the average probability of error of a sequence of codebooks converges to zero sufficiently fast, then the rate of the code-sequence is upper bounded by the 'product-space' improvement of the random coding lower bound on the mismatched capacity, C(∞)q (W), introduced by Csiszár and Narayan. In particular, if q is a bounded rational metric, and the average probability of error converges to zero faster than O(1/n), then R ≤ C(∞)q (W). Consequently, in this case if a sequence of codes of rate R is known to achieve average probability of error which is o(1/n), then there exists a sequence of codes operating at a rate arbitrarily close to R with average probability of error which vanishes exponentially fast. We conclude by presenting a general expression for the mismatch capacity of a general channel with a general type-dependent decoding metric.
AB - The problem of mismatched decoding with an additive metric q for a discrete memoryelss channel W is addressed. Two max-min multi-letter upper bounds on the mismatch capacity Cq(W) are derived. We further prove that if the average probability of error of a sequence of codebooks converges to zero sufficiently fast, then the rate of the code-sequence is upper bounded by the 'product-space' improvement of the random coding lower bound on the mismatched capacity, C(∞)q (W), introduced by Csiszár and Narayan. In particular, if q is a bounded rational metric, and the average probability of error converges to zero faster than O(1/n), then R ≤ C(∞)q (W). Consequently, in this case if a sequence of codes of rate R is known to achieve average probability of error which is o(1/n), then there exists a sequence of codes operating at a rate arbitrarily close to R with average probability of error which vanishes exponentially fast. We conclude by presenting a general expression for the mismatch capacity of a general channel with a general type-dependent decoding metric.
UR - http://www.scopus.com/inward/record.url?scp=84969754507&partnerID=8YFLogxK
U2 - 10.1109/isit.2015.7282511
DO - 10.1109/isit.2015.7282511
M3 - منشور من مؤتمر
T3 - IEEE International Symposium on Information Theory - Proceedings
SP - 531
EP - 535
BT - Proceedings - 2015 IEEE International Symposium on Information Theory, ISIT 2015
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - IEEE International Symposium on Information Theory, ISIT 2015
Y2 - 14 June 2015 through 19 June 2015
ER -