Title :
Robust filtering design of piecewise discrete time linear systems
Author_Institution :
Dept. of Manuf. Eng. & Eng. Manage., City Univ. of Hong Kong, China
fDate :
2/1/2005 12:00:00 AM
Abstract :
This work presents two filter design methods for piecewise discrete time linear systems based on a piecewise Lyapunov function. It is shown that the resulting filtering error system is globally stable with guaranteed H∞ or generalized H2 performance, and the filter gains can be obtained by solving a set of linear matrix inequalities that is numerically feasible with commercially available software. Two simulation examples are also given to illustrate the performance of the proposed approaches.
Keywords :
Lyapunov methods; computational complexity; discrete time systems; filtering theory; linear matrix inequalities; linear systems; H∞ performance; H2 performance; computational complexity; filtering design; filtering error system; linear matrix inequality; piecewise Lyapunov function; piecewise discrete time linear system; Circuits; Control systems; Filtering; Linear matrix inequalities; Linear systems; Lyapunov method; Nonlinear filters; Piecewise linear techniques; Robustness; Stability analysis; Discrete time systems; filter design; linear matrix inequality; piecewise linear systems;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2004.840790