DocumentCode :
919763
Title :
Noiseless coding of correlated information sources
Author :
Slepian, David ; Wolf, Jack K.
Volume :
19
Issue :
4
fYear :
1973
fDate :
7/1/1973 12:00:00 AM
Firstpage :
471
Lastpage :
480
Abstract :
Correlated information sequences \\cdots ,X_{-1},X_0,X_1, \\cdots and \\cdots ,Y_{-1},Y_0,Y_1, \\cdots are generated by repeated independent drawings of a pair of discrete random variables X, Y from a given bivariate distribution P_{XY} (x,y) . We determine the minimum number of bits per character R_X and R_Y needed to encode these sequences so that they can be faithfully reproduced under a variety of assumptions regarding the encoders and decoders. The results, some of which are not at all obvious, are presented as an admissible rate region mathcal{R} in the R_X - R_Y plane. They generalize a similar and well-known result for a single information sequence, namely R_X \\geq H (X) for faithful reproduction.
Keywords :
Source coding; Block codes; Decoding; Error probability; Probability distribution; Random variables; Region 9; Source coding;
fLanguage :
English
Journal_Title :
Information Theory, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9448
Type :
jour
DOI :
10.1109/TIT.1973.1055037
Filename :
1055037
Link To Document :
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