DocumentCode
2623967
Title
Bounds on R(D) for an AR(1) Gaussian source with parameter uncertainty
Author
Duchesne, Joële ; Gibson, Jerry D.
Author_Institution
Dept. of Electr. Eng., Texas A&M Univ., College Station, TX, USA
fYear
1994
fDate
27 Jun-1 Jul 1994
Firstpage
268
Abstract
The rate distortion theory of Gaussian autoregressive (AR) sources is relatively well understood. However it is often the case that we do not know the exact parameters of the AR source parameters. The present authors are interested in obtaining upper and lower bounds on the rate distortion function R(D) for a Gaussian AR(1) source subject to the mean square error fidelity criterion for a given range of model parameter uncertainty
Keywords
Gaussian processes; autoregressive processes; parameter estimation; rate distortion theory; AR(1) Gaussian source; Gaussian autoregressive sources; R(D); exact parameters; lower bounds; mean square error fidelity criterion; model parameter uncertainty; parameter uncertainty; rate distortion theory; upper bounds; Autocorrelation; Data compression; Frequency; Helium; Rate distortion theory; Rate-distortion; Source coding; Uncertain systems; Uncertainty; White noise;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Theory, 1994. Proceedings., 1994 IEEE International Symposium on
Conference_Location
Trondheim
Print_ISBN
0-7803-2015-8
Type
conf
DOI
10.1109/ISIT.1994.395008
Filename
395008
Link To Document