Title :
A finite frequency approach to reliable H∞ filtering for linear continuous-time systems with sensor faults
Author :
Wang, Heng ; Yang, Guang-hong ; Ju, He-Hua ; Zhang, Li-Guo
Author_Institution :
Coll. of Electron. Inf. & Control Eng., Beijing Univ. of Technol., Beijing, China
Abstract :
The paper deals with the reliable Hinfin filtering problem for linear uncertain continuous-time systems with bounded disturbances. Different from the existing approaches, the filter is designed in certain finite frequency ranges, which is important in practice, since the full frequency approaches are conservative to some extent for the case when the frequency ranges of disturbances are known beforehand. With the aid of the generalized Kalman-Yakubovich-Popov (GKYP) lemma, the filter design problem is formulated into a set of linear matrix inequalities (LMIs). A numerical example is given to illustrate the effectiveness of the proposed methods.
Keywords :
Hinfin control; Popov criterion; continuous time systems; filtering theory; linear matrix inequalities; linear systems; uncertain systems; GKYP lemma; bounded disturbance; filter design; finite frequency; generalized Kalman-Yakubovich-Popov lemma; linear matrix inequalities; linear uncertain continuous-time system; reliable Hinfin filtering; sensor fault; Control systems; Educational institutions; Estimation error; Filtering; Frequency domain analysis; Linear matrix inequalities; Nonlinear filters; Performance analysis; Sensor systems; Transfer functions;
Conference_Titel :
American Control Conference, 2009. ACC '09.
Conference_Location :
St. Louis, MO
Print_ISBN :
978-1-4244-4523-3
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2009.5159937