DocumentCode
931157
Title
Asymptotic performance of block quantizers with difference distortion measures
Author
Yamada, Yoshio ; Tazaki, Saburo ; Gray, Robert M.
Volume
26
Issue
1
fYear
1980
fDate
1/1/1980 12:00:00 AM
Firstpage
6
Lastpage
14
Abstract
Gersho\´s bounds on the asymptotic (large rate or small distortion) performance of block quantizers are valid for vector distortion measures that are powers of the Euclidean or
norm. These results are generalized to difference distortion measures that are increasing functions of the seminorm of their argument, where any seminorm is allowed. This provides a
-dimensional generalization of Gish and Pierce\´s results for single-symbol quantizers. When the distortion measore is a power of a seminorm the bounds are shown to be strictly better than the corresponding bounds provided by the
th-order rate-distortion functions.
norm. These results are generalized to difference distortion measures that are increasing functions of the seminorm of their argument, where any seminorm is allowed. This provides a
-dimensional generalization of Gish and Pierce\´s results for single-symbol quantizers. When the distortion measore is a power of a seminorm the bounds are shown to be strictly better than the corresponding bounds provided by the
th-order rate-distortion functions.Keywords
Quantization (signal); Signal quantization; Contracts; Distortion measurement; Entropy; Information theory; Power measurement; Rate distortion theory;
fLanguage
English
Journal_Title
Information Theory, IEEE Transactions on
Publisher
ieee
ISSN
0018-9448
Type
jour
DOI
10.1109/TIT.1980.1056142
Filename
1056142
Link To Document