Title :
Non-synchronized H∞ estimation of discrete-time piecewise affine systems: An LMI approach
Author :
Liu, Zhiyuan ; Gao, Yahui ; Chen, Hong
Author_Institution :
Dept. of Control Sci. & Eng., Harbin Inst. of Technol., Harbin, China
Abstract :
This paper designs an Hinfin estimator for discrete time piecewise affine systems in the presence of external disturbance. The issue considered is that the transitions of actual system state and its estimate may not be synchronized due to output noise and estimation errors. The piecewise quadratic Lyapunov function technique is adopted, and the region information is taken into account to reduce design conservatism. Moreover, by outer approximating polyhedral regions with ellipsoids, the conditions that guarantee the estimation error systems to be globally asymptotically stable with optimized Hinfin performance can be formulated as a set of linear matrix inequalities. An example is presented to verify the proposed theoretical results.
Keywords :
Hinfin control; Lyapunov methods; asymptotic stability; discrete time systems; estimation theory; linear matrix inequalities; nonlinear control systems; discrete-time piecewise affine systems; estimation error systems; globally asymptotically stable; linear matrix inequalities; nonsynchronized Hinfin estimation; output noise; piecewise quadratic Lyapunov function technique; polyhedral regions; Design automation; Design engineering; Ellipsoids; Estimation error; Linear matrix inequalities; Lyapunov method; Observers; Piecewise linear approximation; State estimation; Switches;
Conference_Titel :
Information and Automation, 2009. ICIA '09. International Conference on
Conference_Location :
Zhuhai, Macau
Print_ISBN :
978-1-4244-3607-1
Electronic_ISBN :
978-1-4244-3608-8
DOI :
10.1109/ICINFA.2009.5204993