Title :
A Ziv-Zakai-Rényi lower bound on distortion at high resolution
Author :
Leibowitz, Itai ; Zamir, Ram
Author_Institution :
EE - Syst. Dept., Tel Aviv Univ., Tel Aviv
Abstract :
We follow a method introduced by Ziv and Zakai for finding ´informational´ lower bounds on delay constrained joint source-channel coding. Their method uses the data processing theorem for generalized measures of information. We introduce the use of Renyi´s information of order alpha in their framework, and use high-resolution approximations to find its rate distortion function for a source that possesses a smooth distribution with rth-power distortion. This allows us to present two new lower bounds, one on the distortion in fixed rate vector quantization, and the other on the transmission through low-dimensional modulo-lattice additive noise channels.
Keywords :
AWGN channels; approximation theory; combined source-channel coding; lattice theory; rate distortion theory; signal resolution; smoothing methods; vector quantisation; Ziv-Zakai-Renyi lower bound; data processing theorem; delay constrained joint source-channel coding; fixed rate vector quantization; high resolution approximation; low-dimensional modulo-lattice additive noise channel; rate distortion function; smooth distribution; Channel capacity; Data processing; Delay; Density measurement; Distortion measurement; Length measurement; Mutual information; Rate-distortion; Resource description framework; Source coding;
Conference_Titel :
Information Theory Workshop, 2008. ITW '08. IEEE
Conference_Location :
Porto
Print_ISBN :
978-1-4244-2269-2
Electronic_ISBN :
978-1-4244-2271-5
DOI :
10.1109/ITW.2008.4578645