DocumentCode :
931856
Title :
On the rate-distortion function for the nonstationary Gaussian autoregressive process (Corresp.)
Author :
Hashimoto, Toshikazu ; Arimoto, S.
Volume :
26
Issue :
4
fYear :
1980
fDate :
7/1/1980 12:00:00 AM
Firstpage :
478
Lastpage :
480
Abstract :
A general form for the rate-distortion function is presented for the nonstationary Gaussian autoregressive (AR) process and is shown to differ from the well-known form for the asymptotically stationary process in a term corresponding to the log rate of the variance growth if the process has exponentially growing variance.
Keywords :
Autoregressive processes; Gaussian processes; Nonstationary stochastic processes; Rate-distortion theory; Autoregressive processes; Binary codes; Computer science; Covariance matrix; Distortion measurement; Eigenvalues and eigenfunctions; Rate-distortion; Source coding; Speech analysis; Upper bound;
fLanguage :
English
Journal_Title :
Information Theory, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9448
Type :
jour
DOI :
10.1109/TIT.1980.1056214
Filename :
1056214
Link To Document :
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