DocumentCode :
1765955
Title :
Adaptive Indirect Fuzzy Sliding Mode Controller for Networked Control Systems Subject to Time-Varying Network-Induced Time Delay
Author :
Khanesar, Mojtaba Ahmadieh ; Kaynak, Okyay ; Shen Yin ; Huijun Gao
Author_Institution :
Dept. of Electr. & Control Eng., Semnan Univ., Semnan, Iran
Volume :
23
Issue :
1
fYear :
2015
fDate :
Feb. 2015
Firstpage :
205
Lastpage :
214
Abstract :
Two major challenges in networked control systems are the time-varying networked-induced delays and the packet losses. To alleviate these problems, this study presents a novel fuzzy sliding mode controller, where a fuzzy system is used to estimate the nonlinear dynamical system online, and the networked-induced delay is handled by Pade approximation. The problem of packet losses is handled by viewing them as large time-varying delays in the system. The sliding mode-based design procedure used ensures the stability and the robustness of the proposed controller in the presence of disturbances and time-varying networked-induced time delays. Using an appropriate Lyapunov function, it is proved that the tracking error converges to the neighborhood of zero asymptotically. Furthermore, since the adaptation laws of the parameters are derived by using of the Lyapunov function, these laws are also found to be stable. Simulation results show that the proposed fuzzy sliding mode controller is capable of controlling nonlinear dynamical systems over a network, which is subject to bounded external disturbances, time-varying network-induced delays, and packet losses with adequate performance.
Keywords :
Lyapunov methods; adaptive control; approximation theory; control system synthesis; delays; fuzzy control; networked control systems; nonlinear dynamical systems; robust control; time-varying systems; variable structure systems; Pade approximation; adaptation laws; adaptive indirect fuzzy sliding mode controller; appropriate Lyapunov function; bounded external disturbances; fuzzy system; networked control systems; nonlinear dynamical system; packet losses; robustness; sliding mode-based design procedure; stability; time-varying delay; time-varying networked induced delay; tracking error convergenve; Approximation methods; Control systems; Delay effects; Delays; Fuzzy systems; Packet loss; Fuzzy control; networked control systems; nonlinear control systems; sliding mode control;
fLanguage :
English
Journal_Title :
Fuzzy Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
1063-6706
Type :
jour
DOI :
10.1109/TFUZZ.2014.2362549
Filename :
6919283
Link To Document :
بازگشت