Title :
Filtering for Neutral Systems With Mixed Delays and Multiplicative Noises
Author :
Shiping Wen ; Zhigang Zeng ; Tingwen Huang
Author_Institution :
Dept. of Control Sci. & Eng., Huazhong Univ. of Sci. & Technol., Wuhan, China
Abstract :
This brief investigates the H∞ filtering problem for a class of neutral systems with mixed delays and multiplicative noises. The mixed delays comprise both discrete time-varying and distributed delays. Moreover, the multiplicative disturbances are in the form of a scalar Gaussian white noise with unit variance. In the presence of mixed delays and multiplicative noises, sufficient conditions for the existence of an H∞ filter are derived, such that the filtering error dynamics is asymptotically mean-square stable and also achieves a guaranteed H∞ performance level. Then, a linear matrix inequality approach for designing such an H∞ filter is presented. Finally, a numerical example is provided to illustrate the effectiveness of the developed theoretical results.
Keywords :
AWGN; H∞ filters; asymptotic stability; delays; linear matrix inequalities; H∞ filtering problem; discrete time-varying delays; distributed delays; filtering error dynamics; linear matrix inequality approach; mixed delays; multiplicative noise; neutral systems; scalar Gaussian white noise; Control systems; Delay; Linear matrix inequalities; Noise; Robustness; Stochastic systems; $H_{infty}$ filtering; mixed delay; multiplicative noise; neutral system;
Journal_Title :
Circuits and Systems II: Express Briefs, IEEE Transactions on
DOI :
10.1109/TCSII.2012.2228400