DocumentCode
1057678
Title
On stabilizing properties of solutions of the Riccati difference equation
Author
de Souza, Carlos E.
Author_Institution
Dept. of Electr. & Comput. Eng., Newcastle Univ., NSW, Australia
Volume
34
Issue
12
fYear
1989
fDate
12/1/1989 12:00:00 AM
Firstpage
1313
Lastpage
1316
Abstract
Monotonicity and stabilizing properties of solutions of the Riccati difference equation (RDE) are discussed. The author considers the problem of selecting an initial condition for the RDE in such a way that the update of the Kalman filter gain can be stopped at any time and the resulting frozen filter is asymptotically stable. The author also considers the case in which the initial condition of the RDE may be less than the asymptotic solution. The results are relevant to control and observer design, including the stability of finite-time horizon discrete-time predictive control
Keywords
Kalman filters; convergence; difference equations; stability; Kalman filter gain; Riccati difference equation; control design; finite-time horizon discrete-time predictive control; frozen filter; initial condition; monotonicity; observer design; stabilizing properties; Automatic control; Circuits; Design optimization; Difference equations; Filters; Optimal control; Regulators; Riccati equations; Stability; Stochastic processes;
fLanguage
English
Journal_Title
Automatic Control, IEEE Transactions on
Publisher
ieee
ISSN
0018-9286
Type
jour
DOI
10.1109/9.40787
Filename
40787
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