Title :
H∞ filtering for nonlinear parameter-varying systems via homogeneous polynomial Lyapunov functions
Author :
Wang Liang ; Zhou Shaosheng
Author_Institution :
Dept. of Autom., Hangzhou Dianzi Univ., Hangzhou, China
Abstract :
This paper investigates the H∞ filter design problem for a class of nonlinear parameter-varying systems. Based on a homogeneous polynomial parameter-dependent matrix (HPPDM) approach, a less conservative condition for the solvability of this problem is given in terms of linear matrix inequalities (LMIs). With the degree of HPPDM increasing, the less conservative condition can be obtained. In addition, the result in this paper is more general than the earlier results for this class of systems. Finally, a numerical example is provided to demonstrate the effectiveness of the proposed approach.
Keywords :
H∞ control; Lyapunov matrix equations; filtering theory; linear matrix inequalities; nonlinear control systems; polynomials; time-varying systems; H∞ filtering; homogeneous polynomial lyapunov function; homogeneous polynomial parameter-dependent matrix; linear matrix inequalities; nonlinear parameter varying system; Attenuation; Bismuth; Linear matrix inequalities; Lyapunov method; Noise; Polynomials; Symmetric matrices; H∞ Filtering; HPPDM Approach; Nonlinear Parameter-varying Systems;
Conference_Titel :
Control Conference (CCC), 2010 29th Chinese
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-6263-6