Title :
On the rate-distortion function for the nonstationary Gaussian autoregressive process (Corresp.)
Author :
Hashimoto, Toshikazu ; Arimoto, S.
fDate :
7/1/1980 12:00:00 AM
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;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.1980.1056214