TY - GEN
T1 - Source Resolvability with Kullback-Leibler Divergence
AU - Nomura, Ryo
N1 - Funding Information:
This work was supported in part by JSPS KAKENHI Grant Numbers JP26420371 and JP18K04150.
Publisher Copyright:
© 2018 IEEE.
PY - 2018/8/15
Y1 - 2018/8/15
N2 - The first- and second-order optimum achievable rates in the source resolvability problem are considered for general sources. In the literature, the achievable rates in the resolvability problem with respect to the variational distance as well as the normalized Kullback-Leibler (KL) divergence have already been analyzed. On the other hand, in this study we consider the source resolvability problem with respect to (unnormalized) KL divergence and derive general formulas of the first- and second-order optimum achievable rates. Relationships with other problems in information theory have also been discussed.
AB - The first- and second-order optimum achievable rates in the source resolvability problem are considered for general sources. In the literature, the achievable rates in the resolvability problem with respect to the variational distance as well as the normalized Kullback-Leibler (KL) divergence have already been analyzed. On the other hand, in this study we consider the source resolvability problem with respect to (unnormalized) KL divergence and derive general formulas of the first- and second-order optimum achievable rates. Relationships with other problems in information theory have also been discussed.
UR - http://www.scopus.com/inward/record.url?scp=85052477030&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85052477030&partnerID=8YFLogxK
U2 - 10.1109/ISIT.2018.8437647
DO - 10.1109/ISIT.2018.8437647
M3 - Conference contribution
AN - SCOPUS:85052477030
SN - 9781538647806
T3 - IEEE International Symposium on Information Theory - Proceedings
SP - 2042
EP - 2046
BT - 2018 IEEE International Symposium on Information Theory, ISIT 2018
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2018 IEEE International Symposium on Information Theory, ISIT 2018
Y2 - 17 June 2018 through 22 June 2018
ER -