DocumentCode :
1780106
Title :
Moderate deviations for joint source-channel coding of systems with Markovian memory
Author :
Tan, Vincent Y. F. ; Watanabe, Shigetaka ; Hayashi, Mariko
Author_Institution :
Dept. of Electr. & Comput. Eng., Nat. Univ. of Singapore, Singapore, Singapore
fYear :
2014
fDate :
June 29 2014-July 4 2014
Firstpage :
1687
Lastpage :
1691
Abstract :
We study the (almost lossless) joint source-channel coding problem from the moderate deviations perspective where the bandwidth expansion ratio tends towards the ratio of the channel capacity and source entropy at a rate larger than n-1/2 (n being the channel blocklength) and the error probability decays subexponentially. We consider the stationary ergodic Markov (SEM) source as well as discrete memoryless and additive SEM channels. We also discuss the loss due to separation in the moderate deviations setting.
Keywords :
Markov processes; channel capacity; combined source-channel coding; entropy; error statistics; Markovian memory; additive SEM channel; bandwidth expansion ratio; channel capacity ratio; discrete memoryless SEM channel; joint source-channel coding problem; source entropy ratio; stationary ergodic Markov source; subexponential error probability decays; Additives; Channel coding; Dispersion; Error probability; Markov processes;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Theory (ISIT), 2014 IEEE International Symposium on
Conference_Location :
Honolulu, HI
Type :
conf
DOI :
10.1109/ISIT.2014.6875121
Filename :
6875121
Link To Document :
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