Title :
Robust H∞ filtering for a class of multiple time delays discrete-time systems with nonlinear inequalities constraints
Author :
Xiaoliang, Ye ; Wu, Wang ; Fujun, Cui ; Fuwen, Yang
Author_Institution :
Coll. of Electr. Eng. & Autom., Fuzhou Univ., Fuzhou, China
Abstract :
A delay-independent approach to robust Hinfin filtering is proposed for discrete-time system with multiple delays in the state and nonlinear inequality constraints. The uncertain parameters are supposed to reside in a polytope and a method for designing the robust Hinfin filters for the filtering error system with sector nonlinearities is derived. The designed filters can guarantee robustly asymptotically stable and a prescribed Hinfin noise attenuation level for the filtering error system. A unified framework of filter can be obtained from the solution of convex optimization problem via linear matrix inequality (LMI), which can be solved via efficient interior-point algorithm. Finally, an example is given to illustrate the effectiveness of the proposed methods.
Keywords :
asymptotic stability; convex programming; delays; discrete time systems; filtering theory; linear matrix inequalities; Hinfin noise attenuation level; LMI; convex optimization problem; filtering error system; interior-point algorithm; linear matrix inequality; multiple time delay discrete-time system; nonlinear inequality constraint; polytope; robust Hinfin filtering; robust asymptotic stability; sector nonlinearity; state inequality constraint; Delay effects; Filtering; Linear matrix inequalities; Noise level; Noise robustness; Nonlinear filters; Pharmaceutical technology; Riccati equations; Signal design; Symmetric matrices; LMI; Robust H∞ filtering; discrete-time system; multiple delays; sector nonlinearity;
Conference_Titel :
Control and Decision Conference, 2009. CCDC '09. Chinese
Conference_Location :
Guilin
Print_ISBN :
978-1-4244-2722-2
Electronic_ISBN :
978-1-4244-2723-9
DOI :
10.1109/CCDC.2009.5192170