DocumentCode
851426
Title
Solution in the z-domain to the discrete-time stationary Kalman filtering problem for systems with perfect measurements
Author
Shaked, U.
Author_Institution
Tel-Aviv University, Tel-Aviv, Israel
Volume
31
Issue
12
fYear
1986
fDate
12/1/1986 12:00:00 AM
Firstpage
1156
Lastpage
1159
Abstract
The discrete-time stationary Kalman filtering problem is solved in the
-domain for general right invertible linear systems whose measurements are all noise free. A simple expression in closed form is obtained for the transfer function of the optimal filter both for the uniform and the general nonuniform rank cases. It provides an optimal solution also for systems with uniform and nonuniform time delays. The minimum variance error of the estimate is analyzed and the independent contributions to this error of the system zeros outside the unit circle, finite and infinite, and the excess of the number of inputs over the number of measurements are investigated.
-domain for general right invertible linear systems whose measurements are all noise free. A simple expression in closed form is obtained for the transfer function of the optimal filter both for the uniform and the general nonuniform rank cases. It provides an optimal solution also for systems with uniform and nonuniform time delays. The minimum variance error of the estimate is analyzed and the independent contributions to this error of the system zeros outside the unit circle, finite and infinite, and the excess of the number of inputs over the number of measurements are investigated.Keywords
Discrete-time systems; Kalman filtering, linear systems; Delay effects; Delay estimation; Filtering; Kalman filters; Linear systems; Noise measurement; Nonlinear filters; Riccati equations; State estimation; Transfer functions;
fLanguage
English
Journal_Title
Automatic Control, IEEE Transactions on
Publisher
ieee
ISSN
0018-9286
Type
jour
DOI
10.1109/TAC.1986.1104181
Filename
1104181
Link To Document