Title :
Robust H∞ FIR filtering for uncertain time-varying nonlinear systems
Author :
Ryu, Hee-Seob ; Kyung-Sang Yoo ; Kwon, Oh-Kyu ; Kim, Dae-Woo ; Park, Choon-Bae
Author_Institution :
Sch. of Electr. & Comput. Eng., Inha Univ., Inchon, South Korea
Abstract :
Investigates the robust nonlinear H∞ filter with FIR (finite impulse response) structure for nonlinear discrete time-varying uncertain systems represented by the state-space model having parameter uncertainty. Firstly, the discrete-time nonlinear H∞ FIR filter without parameter uncertainty is derived by using the equivalence relationship between the FIR filter and the recursive filter, which corresponds to the standard nonlinear H∞ filter. Secondly, the robust H∞ FIR filter is proposed for discrete-time nonlinear uncertain systems. It is also derived from the equivalence relationship between the robust nonlinear H∞ FIR filter and the robust nonlinear H∞ filter proposed by de Souza et al. (1993)
Keywords :
FIR filters; asymptotic stability; discrete time systems; nonlinear filters; nonlinear systems; time-varying systems; uncertain systems; equivalence relationship; nonlinear discrete time-varying uncertain systems; parameter uncertainty; recursive filter; robust nonlinear H∞ FIR filtering; state-space model; Filtering; Finite impulse response filter; Nonlinear filters; Nonlinear systems; Riccati equations; Robustness; Signal processing; Time varying systems; Uncertain systems; Uncertainty;
Conference_Titel :
Decision and Control, 2000. Proceedings of the 39th IEEE Conference on
Conference_Location :
Sydney, NSW
Print_ISBN :
0-7803-6638-7
DOI :
10.1109/CDC.2000.914285