DocumentCode
1007728
Title
A rate of convergence result for a universal D -semifaithful code
Author
Yu, Bin ; Speed, T.P.
Author_Institution
Dept. of Stat., Wisconsin Univ., Madison, WI, USA
Volume
39
Issue
3
fYear
1993
fDate
5/1/1993 12:00:00 AM
Firstpage
813
Lastpage
820
Abstract
The problem of optimal rate universal coding is considered in the context of rate-distortion theory. A D -semifaithful universal coding scheme for discrete memoryless sources is given. The main result is a refined covering lemma based on the random coding argument and the method of types. The average codelength of the code is shown to approach its lower bound, the rate-distortion function, at a rate O (n -1log n ), and this is conjectured to be optimal based on a result of A.J. Pilc (1968). Issues of constructiveness and universality are addressed
Keywords
convergence; encoding; D-semifaithful code; convergence rate; discrete memoryless sources; method of types; optimal rate universal coding; random coding argument; rate-distortion theory; Convergence; Entropy; Information theory; Noise measurement; Rate-distortion; Statistics;
fLanguage
English
Journal_Title
Information Theory, IEEE Transactions on
Publisher
ieee
ISSN
0018-9448
Type
jour
DOI
10.1109/18.256490
Filename
256490
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