Title :
Robust H∞ filtering for uncertain discrete-time switched singular systems
Author :
Zhang, Huaping ; Fan, Hongda ; Ma, Shuping
Author_Institution :
Dept .of Electron. Inf. Eng., Navy Aeronaut. Eng. Inst., Yantai, China
Abstract :
The robust H∞ filtering problem for discrete-time switched singular systems with parameter uncertainties is discussed. Based on the restricted system equivalent (r.s.e.) transformation and by introducing new state vectors, the filtering error system is transformed into a switched standard linear system, then a switched filter is designed in terms of linear matrix inequality, which guarantees that the filtering error system is regular, causal, stable and satisfies H∞ performance for all admissible uncertainties. The H∞ filter can be full or reduced order. A numerical example is given to illustrate the effectiveness of the proposed method.
Keywords :
discrete time systems; filtering theory; linear matrix inequalities; time-varying systems; uncertain systems; filtering error system; linear matrix inequality; parameter uncertainties; restricted system equivalent transformation; robust H∞ filtering problem; state vectors; switched filter; switched standard linear system; uncertain discrete-time switched singular systems; Aerospace engineering; Information filtering; Information filters; Linear systems; Nonlinear filters; Robustness; Switched systems; Symmetric matrices; Uncertain systems; Vectors; H∞ filtering; discrete-time switched singular system; linear matrix inequality (LMI); uncertain system;
Conference_Titel :
Intelligent Computing and Intelligent Systems, 2009. ICIS 2009. IEEE International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-4754-1
Electronic_ISBN :
978-1-4244-4738-1
DOI :
10.1109/ICICISYS.2009.5358388