Title :
Robust H2 filtering for uncertain continuous-time switched linear systems
Author :
Ding, Da-Wei ; Yang, Guang-hong
Author_Institution :
Coll. of Inf. Sci. & Eng., Northeastern Univ., Shenyang, China
Abstract :
This paper is concerned with the problem of robust H2 filtering for continuous-time switched linear systems subject to polytopic uncertainties. Based on multiple parameter dependent Lyapunov functions combined with average dwell time approach, a switched full-order filter is designed such that the filtering error system under switching signal with average dwell time is exponentially stable and achieves a prescribed H2 noise attenuation level. Sufficient existence conditions for such a filter is presented in terms of a set of linear matrix inequalities (LMIs). The desired filter and the minimal dwell time can be obtained from these conditions. An example is given to illustrate the effectiveness of the proposed method.
Keywords :
Lyapunov methods; continuous time systems; filtering theory; linear matrix inequalities; linear systems; robust control; time-varying systems; uncertain systems; H2 noise attenuation level; filtering error system; linear matrix inequalities; multiple parameter dependent Lyapunov functions; polytopic uncertainties; robust H2 filtering; switched full-order filter; uncertain continuous-time switched linear systems; Attenuation; Filtering; Linear matrix inequalities; Linear systems; Lyapunov method; Noise level; Nonlinear filters; Robustness; Signal design; Uncertainty;
Conference_Titel :
Control Applications, (CCA) & Intelligent Control, (ISIC), 2009 IEEE
Conference_Location :
St. Petersburg
Print_ISBN :
978-1-4244-4601-8
Electronic_ISBN :
978-1-4244-4602-5
DOI :
10.1109/CCA.2009.5281161