DocumentCode :
915000
Title :
Information rates of stochastically driven dynamic systems (Corresp.)
Author :
Toms, W. ; Berger, Theodore
Volume :
17
Issue :
1
fYear :
1971
fDate :
1/1/1971 12:00:00 AM
Firstpage :
113
Lastpage :
114
Abstract :
An expression is given for the mean-squared-error (MSE) rate distortion curve of a linear finite-memory Gaussian dynamic system; for a range of small MSE, it coincides with that of the excitation noise vector. R(D) curves of non-Gaussian and nonlinear dynamic systems are analyzed, also. The results are applicable to determining information requirements for communication and control systems.
Keywords :
Linear systems; Rate-distortion theory; Communication system control; Distortion measurement; Eigenvalues and eigenfunctions; Encoding; Entropy; Gaussian noise; Information rates; Nonlinear dynamical systems; Rate-distortion; Vectors;
fLanguage :
English
Journal_Title :
Information Theory, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9448
Type :
jour
DOI :
10.1109/TIT.1971.1054569
Filename :
1054569
Link To Document :
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