Title :
On Lossless Coding With Coded Side Information
Author :
Marco, Daniel ; Effros, Michelle
Author_Institution :
Dept. of Electr. Eng., California Inst. of Technol., Pasadena, CA
fDate :
7/1/2009 12:00:00 AM
Abstract :
This paper considers the problem, first introduced by Ahlswede and Korner in 1975, of lossless source coding with coded side information. Specifically, let X and Y be two random variables such that X is desired losslessly at the decoder while Y serves as side information. The random variables are encoded independently, and both descriptions are used by the decoder to reconstruct X. Ahlswede and Korner describe the achievable rate region in terms of an auxiliary random variable. This paper gives a partial solution for an optimal auxiliary random variable, thereby describing part of the rate region explicitly in terms of the distribution of X and Y.
Keywords :
source coding; auxiliary random variables; coded side information; lossless source coding; rate region; Conferences; Decoding; Entropy; Mathematics; Mutual information; Polynomials; Random variables; Source coding; Auxiliary random variables; coded side information; common information; lossless coding; rate region;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2009.2021309