DocumentCode
3860931
Title
An efficient and versatile algorithm for computing the covariance function of an ARMA process
Author
T. Soderstrom;J. Jezek;V. Kucera
Author_Institution
Dept. of Technol., Uppsala Univ., Sweden
Volume
46
Issue
6
fYear
1998
Firstpage
1591
Lastpage
1600
Abstract
Computation of an ARMA covariance function is a common ingredient in analysis and synthesis of various problems in stochastic control, estimation, and signal processing. Several approaches can be used for this purpose. In this paper, we present an algorithm based on simple polynomial calculations. Compared with alternative strategies, it has small computational load, shows good numerical robustness, and can be extended to handle multivariable ARMA processes, even with complex-valued coefficients.
Keywords
"Signal processing algorithms","Polynomials","Covariance matrix","Stochastic processes","Robustness","Filtering","Signal analysis","Algorithm design and analysis","Signal synthesis"
Journal_Title
IEEE Transactions on Signal Processing
Publisher
ieee
ISSN
1053-587X
Type
jour
DOI
10.1109/78.678473
Filename
678473
Link To Document