Title :
A fuzzy approach for robust reference tracking control of nonlinear distributed parameter time-delayed systems and its biological application
Author :
Chang, Yu-Te ; Chen, Bor-Sen
Author_Institution :
Dept. of Electr. Eng., Nat. Tsing Hua Univ., Hsinchu, Taiwan
Abstract :
This paper addresses the robust reference tracking control problem for nonlinear distributed parameter systems (NDPSs) with time delays, external disturbances and measurement noises. The NDPS is measured at several sensor locations for output feedback tracking control. A fuzzy spatial state space model derived via finite difference approach is introduced to represent the nonlinear distributed parameter time-delayed system. Based on this model, a robust fuzzy observer-based reference tracking controller is proposed to control the nonlinear distributed parameter system to track a desired reference trajectory. Firstly, a two-dimensional H∞ reference tracking performance in a spatio-temporal domain is proposed for robust tracking design of nonlinear distributed parameter time-delayed systems. Finally, a tracking control design example for the nervous system is given to confirm the proposed reference tracking control scheme of nonlinear distributed parameter time-delayed systems.
Keywords :
control system synthesis; delays; distributed parameter systems; fuzzy control; medical control systems; neurophysiology; nonlinear control systems; observers; position control; robust control; sensors; state-space methods; biological application; fuzzy spatial state space model; measurement noises; nervous system; nonlinear distributed parameter time-delayed systems; robust fuzzy observer-based reference tracking controller; robust tracking design; sensor locations; spatiotemporal domain; two-dimensional H∞ reference tracking performance; Biological system modeling; Robustness; Nonlinear distributed parameter systems; finite difference approach; fuzzy interpolation method; reference tracking control; robust observer-based tracking control; spatial state space model; time-delay;
Conference_Titel :
Systems Man and Cybernetics (SMC), 2010 IEEE International Conference on
Conference_Location :
Istanbul
Print_ISBN :
978-1-4244-6586-6
DOI :
10.1109/ICSMC.2010.5642363