Title :
New results on H∞ filter design for time-delayed discrete-time system with nonlinear sensors
Author :
Liu Meiqin ; Zhang Senlin ; Zheng Shiyou
Author_Institution :
Coll. of Electr. Eng., Zhejiang Univ., Hangzhou, China
Abstract :
This paper investigates the filtering problems of the time-delayed discrete-time systems with saturation nonlinear sensors, in which process and measurement noise have unknown statistic characteristic but bounded energy. Base on the H∞ performance analysis of filtering error systems, the filters are well designed for the discrete-time systems with time delays and saturation nonlinear sensors to guarantee the asymptotic stability of the error systems and reduce the effect of the noise signals on the filtering error to the lowest level. A numerical example is given to demonstrate the effectiveness and applicability of the proposed design approaches.
Keywords :
asymptotic stability; delay systems; discrete time systems; filtering theory; linear matrix inequalities; H∞ filter design; H∞ performance analysis; asymptotic stability; bounded energy; error systems; filtering error systems; linear matrix inequality; measurement noise; noise signal effect reduction; process noise; saturation nonlinear sensors; time-delayed discrete-time system; unknown statistic characteristic; Information filters; Noise; Sensor phenomena and characterization; Sensor systems; Symmetric matrices; Discrete-Time Systems; H∞ Filtering; Linear Matrix Inequality (LMI); Nonlinear Sensors; Optimization;
Conference_Titel :
Control Conference (CCC), 2011 30th Chinese
Conference_Location :
Yantai
Print_ISBN :
978-1-4577-0677-6
Electronic_ISBN :
1934-1768