Title :
Set-valued robust Kalman filtering for a class of uncertain time-delay systems
Author :
Phat, Vu N. ; Savkin, Andrey V.
Author_Institution :
Sch. of Electr. Eng. & Telecommun., New South Wales Univ., Sydney, NSW, Australia
Abstract :
The problem of set-valued robust Kalman filtering for uncertain time-varying systems with state delay is studied. In this paper, the robust state estimation problem involved constructing the set of all possible states at the current time consistent with given output measurements and the integral quadratic constraint is solved by solving a Riccati ordinary differential equation and a pair of partial differential equations.
Keywords :
Kalman filters; Riccati equations; estimation theory; optimal control; partial differential equations; state estimation; time-varying systems; uncertain systems; Riccati ordinary differential equation; integral quadratic constraint; partial differential equations; robust state estimation problem; set-valued robust Kalman filtering; state delay; uncertain time-delay systems; uncertain time-varying systems; Current measurement; Delay systems; Filtering; Integral equations; Kalman filters; Riccati equations; Robustness; State estimation; Time measurement; Time varying systems;
Conference_Titel :
Decision and Control, 2002, Proceedings of the 41st IEEE Conference on
Print_ISBN :
0-7803-7516-5
DOI :
10.1109/CDC.2002.1184322