Title :
On Evaluating the Rate-Distortion Function of Sources with Feed-Forward and the Capacity of Channels with Feedback
Author :
Venkataramanan, Ramji ; Pradhan, S.S.
Author_Institution :
Univ. of Michigan, Ann Arbor
Abstract :
We study the problem of computing the rate-distortion function for sources with feed-forward and the capacity for channels with feedback. The formulas (involving directed information) for the optimal rate-distortion function with feed-forward and channel capacity with feedback are multi- letter expressions and cannot be computed easily in general. In this work, we derive conditions under which these can be computed for a large class of sources/channels with memory and distortion/cost measures. Illustrative examples are also provided.
Keywords :
channel capacity; channel estimation; distortion; channel capacity; feed-forward delay; rate-distortion function; Channel capacity; Costs; Decoding; Delay; Distortion measurement; Feedback; Feedforward systems; Rate distortion theory; Rate-distortion; Source coding;
Conference_Titel :
Information Theory, 2007. ISIT 2007. IEEE International Symposium on
Conference_Location :
Nice
Print_ISBN :
978-1-4244-1397-3
DOI :
10.1109/ISIT.2007.4557092