Title :
Robust H∞ filtering for uncertain systems based on sampled measurement
Author :
Ma, Chuang ; Xie, Weinan ; Xi, Boqi ; Wang, Changhong
Author_Institution :
Space Control & Inertial Technol. Res. Center, Harbin Inst. of Technol., Harbin
Abstract :
The problem of robust Hinfin filtering based on sampled measurement for uncertain systems is studied. Based on piecewise Lyapunov stability criterion, the sample interval dependent conditions for the existence of such filters are established, which are less conservative. The admissible filters can be obtained from the solution of convex optimization problems in terms of linear matrix inequalities, which can be solved via efficient interior-point algorithms. Finally, a numerical example is provided to illustrate the effectiveness of the proposed techniques.
Keywords :
Hinfin control; Lyapunov methods; convex programming; filtering theory; linear matrix inequalities; stability; uncertain systems; convex optimization; interior-point algorithms; linear matrix inequalities; piecewise Lyapunov stability criterion; robust Hinfin filtering; sample interval dependent conditions; sampled measurement; uncertain systems; Communication system control; Filtering; Kalman filters; Linear matrix inequalities; Lubricating oils; Nonlinear filters; Robust control; Robustness; Space technology; Uncertain systems;
Conference_Titel :
Systems and Control in Aerospace and Astronautics, 2008. ISSCAA 2008. 2nd International Symposium on
Conference_Location :
Shenzhen
Print_ISBN :
978-1-4244-3908-9
Electronic_ISBN :
978-1-4244-2386-6
DOI :
10.1109/ISSCAA.2008.4776284