Title :
Robust fuzzy filter design for uncertain nonlinear networked control systems with random time-delays
Author :
Huang, Dan ; Nguang, Sing Kiong ; Rasool, Faiz
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Auckland, Auckland, New Zealand
Abstract :
This paper investigates the problem of robust filter design for a class of uncertain nonlinear networked control systems (NCSs) with random communication network-induced delays and data packet dropouts. The Markov process is used to model these random network-induced effects. Based on the Takaig-Sugeno fuzzy model and Lyapunov-Razumikhin method, a fuzzy filter is designed such that a prescribed filter estimation error is less than a prescribed level, irrespective of the uncertainties and network-induced effects. The designed robust fuzzy filter is given in terms of the solvability of bilinear matrix inequalities, which is solved by a proposed iterative algorithm. An illustrative is used to demonstrate the validity of the results.
Keywords :
Markov processes; delays; filtering theory; fuzzy set theory; iterative methods; linear matrix inequalities; nonlinear control systems; robust control; Lyapunov-Razumikhin method; Markov process; Takaig-Sugeno fuzzy model; bilinear matrix inequalities; data packet dropouts; filter estimation error; iterative algorithm; random communication network-induced delays; random time delays; robust fuzzy filter design; solvability; uncertain nonlinear networked control system; Algorithm design and analysis; Estimation error; Filters; Fuzzy control; Fuzzy systems; Markov processes; Networked control systems; Robust control; Robustness; Uncertainty;
Conference_Titel :
Control and Automation, 2009. ICCA 2009. IEEE International Conference on
Conference_Location :
Christchurch
Print_ISBN :
978-1-4244-4706-0
Electronic_ISBN :
978-1-4244-4707-7
DOI :
10.1109/ICCA.2009.5410586