Title :
Second-order Slepian-Wolf coding theorems for non-mixed and mixed sources
Author :
Nomura, Rika ; Te Sun Han
Author_Institution :
Sch. of Network & Inf., Senshu Univ., Kanagawa, Japan
Abstract :
The second-order achievable rate region in Slepian-Wolf source coding systems is investigated. The concept of second-order achievable rates, which enables us to make a finer evaluation of achievable rates, has already been introduced and analyzed for general sources in the single-user source coding problem. Accordingly, in this paper, we first define the second-order achievable rate region for the Slepian-Wolf coding system and establish the source coding theorem for general sources in the second-order sense. Moreover, we compute the explicit second-order achievable rate region for i.i.d. correlated sources with countably infinite alphabets and mixed correlated sources, respectively, using the relevant asymptotic normality.
Keywords :
source coding; infinite alphabet; nonmixed sources; relevant asymptotic normality; second-order Slepian-Wolf coding theorem; second-order achievable rate region; single-user source coding problem; Decoding; Distribution functions; Gaussian distribution; Manganese; Source coding;
Conference_Titel :
Information Theory Proceedings (ISIT), 2013 IEEE International Symposium on
Conference_Location :
Istanbul
DOI :
10.1109/ISIT.2013.6620571