Title :
Robust L2-L∞ guaranteed cost filter for a class of uncertain systems with distributed delays
Author :
Zhou, Chang-Jie ; Lu, Wen-Jie ; Su, Lian-Qing ; Yang, Ying ; Niu, Yan-rong ; Liu, Rui-Qing
Author_Institution :
Hebei Univ. of Sci. & Technol., Shijiazhuang, China
Abstract :
In the paper, the robust L2-L∞ guaranteed cost filter problem of a class of uncertain time-delay systems with distributed delays is considered. Both distributed delays and dependent delays appear in this systems, and the uncertainties are assumed to be norm-bounded. The aim is to design a robust L2-L∞ guaranteed cost filter and to obtain upper bound of the quadratic cost function. By constructing proper Lyapunov-krasovskii function, the resulting augmented system is robustly asymptotically stable and satisfies the proposed guaranteed cost performance. In terms of stability theory and LMI methods, a sufficient condition of existence of robust L2-L∞ guaranteed cost filter is derived and a robust L2-L∞ guaranteed cost filter is presented. Finally, a numerical example is shown to demonstrate the usefulness of the proposed techniques.
Keywords :
Lyapunov methods; asymptotic stability; delay systems; distributed parameter systems; filtering theory; linear matrix inequalities; uncertain systems; LMI methods; Lyapunov-krasovskii function; asymptotical stability; augmented system; dependent delays; distributed delays; linear matrix inequality; quadratic cost function; robust L2-L∞ guaranteed cost filter problem; uncertain time-delay systems; Robustness; Uncertain time-delay systems; distributed delays; filter; linear matrix inequality; robust L2-L∞ control;
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2011 International Conference on
Conference_Location :
Guilin
Print_ISBN :
978-1-4577-0305-8
DOI :
10.1109/ICMLC.2011.6016904