DocumentCode :
831942
Title :
Cyclomonotonicity and stabilizability properties of solutions of the difference periodic Riccati equation
Author :
De Nicolao, Giuseppe
Author_Institution :
Dipartimento di Elettron., Politecnico di Milano, Italy
Volume :
37
Issue :
9
fYear :
1992
fDate :
9/1/1992 12:00:00 AM
Firstpage :
1405
Lastpage :
1410
Abstract :
The Kalman filter associated with a discrete-time linear T-periodic system is tested. The problem considered is that of selecting an initial covariance matrix such that the periodic filter based on the first T values of the Kalman filter gain is stabilizing. Sufficient conditions are given that hinge on the cyclomonotonicity of the solution of the periodic Riccati equation. Potential applications are found in filter design, quasi-linearization techniques for the periodic Riccati equation, and the design of receding-horizon control strategies for periodic and multirate systems. When specialized to time-invariant systems, the results give rise to new sufficient conditions for the cyclomonotonicity of the solutions of the time-invariant Riccati equation and the existence of periodic stabilizing feedback
Keywords :
Kalman filters; difference equations; discrete time systems; feedback; linear systems; matrix algebra; stability; time-varying systems; Kalman filter; cyclomonotonicity; difference periodic Riccati equation; discrete-time linear T-periodic system; filter design; initial covariance matrix; multirate systems; periodic filter; periodic stabilizing feedback; quasi-linearization techniques; receding-horizon control strategies; stabilizability; time-invariant Riccati equation; Control systems; Covariance matrix; Difference equations; Electrons; Kalman filters; Optical sensors; Radar detection; Riccati equations; Sensor systems; Sufficient conditions;
fLanguage :
English
Journal_Title :
Automatic Control, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9286
Type :
jour
DOI :
10.1109/9.159582
Filename :
159582
Link To Document :
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