Title :
Nonsynchronized state estimation of discrete time piecewise linear systems
Author_Institution :
Dept. of Manuf. Eng. & Eng. Manage., City Univ. of Hong Kong, China
Abstract :
This paper presents two approaches to H∞ state estimation of discrete-time piecewise linear systems based on a common quadratic Lyapunov function and a piecewise quadratic Lyapunov function, respectively. The key issue addressed in this paper is that the system states and their estimates may stay at different regions of the state space. It is shown that the resulting state estimation error systems is globally stable with l2 performance, and the state estimator gains can be obtained by solving a set of linear matrix inequalities. Two simulation examples are finally given to illustrate the performance of the proposed approaches.
Keywords :
Lyapunov methods; discrete time systems; linear matrix inequalities; linear systems; piecewise linear techniques; signal processing; discrete time piecewise linear systems; linear matrix inequalities; nonsynchronized state estimation; piecewise quadratic Lyapunov function; Circuits; Control system analysis; Control systems; Linear matrix inequalities; Lyapunov method; Nonlinear systems; Output feedback; Piecewise linear techniques; Stability analysis; State estimation; Discrete-time systems; linear matrix inequality; piecewise linear systems; stability;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2005.861065