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
fDate :
June 29 2014-July 4 2014
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;
Conference_Titel :
Information Theory (ISIT), 2014 IEEE International Symposium on
Conference_Location :
Honolulu, HI
DOI :
10.1109/ISIT.2014.6875121