Title :
Stability and H∞ filtering of linear parameter-varying discrete-time systems with state-delay
Author :
Mahmoud, Magdi S.
Author_Institution :
Dept. of Electr. & Comput. Eng., Kuwait Univ., Safat, Kuwait
fDate :
Aug. 31 1999-Sept. 3 1999
Abstract :
In this paper, we investigate the problems of stability and H∞ filtering for a class of linear parameter-varying discrete-time (LPVDT) systems in which the state-space matrices depend affinely on time-varying parameters and has unknown constant state-delay. We employ the notion of affine quadratic stability using parameter-dependent Lyapunov functions and establish linear matrix inequality (LMI)-based procedures for testing the internal stability. Then, we develop a linear parameter-dependent filter such that the estimation error is affinely quadratically stable with a prescribed performance measure. It is shown that the solvability conditions can be expressed into LMIs which are then evaluated at the vertices of the polytopic range of parameter values.
Keywords :
H∞ filters; Lyapunov methods; computability; discrete time systems; linear matrix inequalities; linear parameter varying systems; stability; state-space methods; H∞ filtering; LPVDT systems; affine quadratic stability; constant state-delay; internal stability; linear matrix inequality-based procedures; linear parameter-dependent filter; linear parameter-varying discrete-time system; parameter-dependent Lyapunov functions; solvability conditions; state-delay; state-space matrices; time-varying parameters; Barium; Estimation error; Linear matrix inequalities; Lyapunov methods; Measurement uncertainty; Stability analysis; Trajectory; Affine Quadratic Stability; Discrete-Time Systems; H∞ Filtering; Linear Parameter-Varying Systems;
Conference_Titel :
Control Conference (ECC), 1999 European
Conference_Location :
Karlsruhe
Print_ISBN :
978-3-9524173-5-5