Title :
Robust Fault Estimation for Uncertain Networked Control Systems with Random Time-Delays
Author :
Huang, Dan ; Nguang, Singikong
Author_Institution :
Dept. of Electr. & Comput. Eng., Auckland Univ., Auckland
Abstract :
This paper investigates the problem of robust fault estimation for a class of uncertain networked control systems (NCSs) with random communication network-induced delays, which are to be modeled by the Markov processes. Based on the Lyapunov-Razumikhin method, a delay-dependent fault estimator is obtained in a form of bilinear matrix inequalities, irrespective of the uncertainties and network-induced delays. An iterative algorithm is proposed to change this non-convex problem into quasi-convex optimization problems, which can be solved effectively by available mathematical tools.
Keywords :
Lyapunov methods; Markov processes; concave programming; delays; fault diagnosis; iterative methods; linear matrix inequalities; robust control; uncertain systems; Lyapunov-Razumikhin method; Markov processes; bilinear matrix inequality; delay-dependent fault estimator; iterative algorithm; nonconvex problem; quasiconvex optimization problems; random communication network-induced delays; random time-delays; robust fault estimation; uncertain networked control systems; Communication networks; Communication system control; Delay effects; Delay estimation; Fault detection; Linear matrix inequalities; Markov processes; Networked control systems; Robust control; Uncertainty;
Conference_Titel :
Innovative Computing Information and Control, 2008. ICICIC '08. 3rd International Conference on
Conference_Location :
Dalian, Liaoning
Print_ISBN :
978-0-7695-3161-8
Electronic_ISBN :
978-0-7695-3161-8
DOI :
10.1109/ICICIC.2008.479