Title :
An LMI approach to the H∞ filter design for uncertain systems with distributed delays
Author :
Xu, Shengyuan ; Chen, Tongwen
Author_Institution :
Dept. of Autom., Nanjing Univ. of Sci. & Technol., China
fDate :
4/1/2004 12:00:00 AM
Abstract :
This paper investigates the problem of robust H∞ filter design for linear distributed delay systems with norm-bounded time-varying parameter uncertainties. The distributed delays are assumed to appear in both the state and measurement equations. The problem we address is the design of a filter, such that for all admissible uncertainties, the resulting error system is asymptotically stable and satisfies a prescribed H∞ performance level. A sufficient condition is obtained to guarantee the existence of desired H∞ filters, which can be constructed by solving certain linear matrix inequalities. The effectiveness of the proposed design method is demonstrated by a numerical example.
Keywords :
H∞ control; delay systems; filters; linear matrix inequalities; robust control; time-varying systems; uncertain systems; H∞ filter design; H∞ filtering; LMI approach; asymptotically stable error system; distributed delays; linear distributed delay systems; linear matrix inequalities; linear matrix inequality; norm-bounded time-varying parameter uncertainties; robust filtering; time-delay systems; uncertain systems; Delay effects; Delay systems; Design methodology; Filtering; Linear matrix inequalities; Nonlinear filters; Riccati equations; Robustness; Sufficient conditions; Uncertain systems;
Journal_Title :
Circuits and Systems II: Express Briefs, IEEE Transactions on
DOI :
10.1109/TCSII.2003.822432