Title :
Delay-dependent robust Kalman filtering for interval systems with time delay
Author :
Lu, Chien-Yu ; Tsai, Jason Sheng-Hong ; Su, Te-Jen ; Jong, Gwo-Jia
Author_Institution :
Dept. of Electr. Eng., Nat. Cheng Kung Univ., Tainan, Taiwan
Abstract :
This paper studies the problem of Kalman filtering for a class of linear continuous-time interval systems with delay dependent conditions. By employing a Lyapunov-Krasovskii functional approach, it is proven that the dynamics of the estimation error is stochastically exponentially stable in the mean square. Sufficient conditions are proposed to guarantee the existence of the desired robust Kalman filters by solving linear matrix inequality which is delay-dependent. A numerical example is worked out to illustrate the validness of the theoretical results.
Keywords :
Kalman filters; Lyapunov methods; asymptotic stability; continuous time systems; delays; linear matrix inequalities; linear systems; mean square error methods; state estimation; Kalman filtering; Lyapunov-Krasovskii functional approach; delay dependent condition; estimation error; interval systems; linear continuous-time systems; linear matrix inequality; mean square error; robust Kalman filters; state estimation; stochastic exponential stability; time delay; Delay effects; Delay estimation; Filtering; Kalman filters; Linear matrix inequalities; Linear systems; Nonlinear filters; Robustness; State estimation; Symmetric matrices;
Conference_Titel :
Decision and Control, 2003. Proceedings. 42nd IEEE Conference on
Print_ISBN :
0-7803-7924-1
DOI :
10.1109/CDC.2003.1272412