학술논문

Robust l2-l Filtering for Discrete-Time Delay Systems.
Document Type
Article
Source
Mathematical Problems in Engineering. 2013, p1-10. 10p.
Subject
*INFORMATION filtering
*ROBUST control
*DISCRETE-time systems
*TIME delay systems
*LYAPUNOV functions
*LINEAR matrix inequalities
Language
ISSN
1024-123X
Abstract
Theproblem of robust l2-l∞ filtering for discrete-time system with interval time-varying delay and uncertainty is investigated, where the time delay and uncertainty considered are varying in a given interval and norm-bounded, respectively. The filtering problem based on the l2-l∞ performance is to design a filter such that the filtering error system is asymptotically stable with minimizing the peak value of the estimation error for all possible bounded energy disturbances. Firstly, sufficient l2-l∞ performance analysis condition is established in terms of linearmatrix inequalities (LMIs) for discrete-time delay systems by utilizing reciprocally convex approach. Then a less conservative result is obtained by introducing some variables to decouple the Lyapunov matrices and the filtering error system matrices. Moreover, the robust l2-l∞ filter is designed for systems with time-varying delay and uncertainty. Finally, a numerical example is given to demonstrate the effectiveness of the filter design method. [ABSTRACT FROM AUTHOR]