Title :
Source coding with feed-forward
Author :
Venkataramanan, Ramji ; Pradhan, S. Sandeep
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Michigan Univ., Ann Arbor, MI, USA
Abstract :
In this work, we consider a source coding model with feedforward. We analyze a system with a noiseless feedforward link where the decoder has knowledge of all previous source samples while reconstructing the present sample. The rate-distortion function for an arbitrary source with feedforward is derived in terms of directed information, a variant of mutual information. The special cases of discrete memoryless sources and Gaussian sources with feedforward are further examined. We also derive a random coding error exponent which is used to bound the probability of decoding error for a source code (with feedforward) of finite block length. The results are then extended to feedforward with an arbitrary delay larger than the block length.
Keywords :
Gaussian channels; block codes; coding errors; decoding; error statistics; feedforward; memoryless systems; rate distortion theory; source coding; Gaussian sources; arbitrary delay; decoding error probability; directed information; discrete memoryless sources; finite block length; mutual information; noiseless feedforward link; previous source samples; random coding error exponent; rate-distortion function; source code; source coding; Acoustic noise; Decoding; Delay effects; Delay estimation; Electronic mail; Feedforward systems; Mutual information; Rate-distortion; Signal processing; Source coding;
Conference_Titel :
Information Theory Workshop, 2004. IEEE
Print_ISBN :
0-7803-8720-1
DOI :
10.1109/ITW.2004.1405324