Title :
Robust H∞ filter design for singular systems with time-varying uncertainties
Author :
Barbosa, K.A. ; Cipriano, Antonio M.
Author_Institution :
Dept. of Electr. Eng., Univ. de Santiago de Chile, Santiago, Chile
Abstract :
This article deals with the design of robust H<;sub>;∞<;/sub>; filter for singular systems in general form, subject to bounded time-varying uncertainties. The aim is to design linear admissible descriptor filters that ensure a guaranteed bound on the ℒ<;sub>;2<;/sub>; gain of the operator from the noise signals to the estimation error signal, irrespective of the time-varying uncertain parameters. A strict linear matrix inequality based method is proposed to the robust H<;sub>;∞<;/sub>; filter design employing affine Lyapunov functions. A numerical example is presented to show the efficiency of the proposed method.
Keywords :
H∞ control; Lyapunov methods; control system synthesis; filtering theory; linear matrix inequalities; robust control; time-varying systems; affine Lyapunov functions; estimation error signal; linear admissible descriptor filters; linear matrix inequality; robust H∞ filter design; singular systems; time-varying uncertainties;
Journal_Title :
Control Theory & Applications, IET
DOI :
10.1049/iet-cta.2010.0175