Title :
Stability analysis and H∞ norm computation of 2-D discrete systems using linear matrix inequalities
Author :
Ito, Yoshimichi ; Hayashi, Koji ; Fujiwara, Hiroki
Author_Institution :
Graduate Sch. of Eng., Osaka Univ., Japan
Abstract :
This paper presents a stability criterion and a method for computing the H∞ norm of 2-D discrete systems. Both methods are based on linear matrix inequalities (LMI), and hence, they are computationally tractable. In deriving these methods, finite-order Fourier series approximation of the solution for frequency-dependent LMI (FDLMI), and the properties of quadratic form representation of finite-order Fourier series play key roles. From the view point of the proposed methods, the existing LMI-based methods can be regarded as the ones which are obtained by Fourier series approximation of order zero, and thus, it is expected that the proposed methods lead to less conservative results. This is illustrated by numerical examples.
Keywords :
Fourier series; H∞ control; asymptotic stability; discrete time systems; linear matrix inequalities; 2-D discrete systems; H∞ norm computation; finite-order Fourier series approximation; linear matrix inequalities; quadratic form representation; stability analysis; stability criterion; Application specific processors; Asymptotic stability; Distributed computing; Fourier series; Frequency; Indium tin oxide; Linear matrix inequalities; Stability analysis; Stability criteria; Sufficient conditions;
Conference_Titel :
Decision and Control, 2002, Proceedings of the 41st IEEE Conference on
Print_ISBN :
0-7803-7516-5
DOI :
10.1109/CDC.2002.1184384