Title :
Filtered-error-based control of a class of nonlinear systems with nonsmooth nonlinearities
Author :
Ying Jin ; Jun Fu ; Lixian Zhang ; Zhijun Li
Author_Institution :
Sch. of Inf. Sci. & Eng., Northeastern Univ., Shenyang, China
Abstract :
This paper proposes a filtered-error-based method for a class of nonlinear systems with nonsmooth nonlinearities. For a class of special nonsmooth nonlinearities arising from hysteresis phenomena, a model based on play-like operators to describe the nonlinearities is first reviewed, and then an attempt is made to mitigate the effects of the nonlinearities with available control techniques. A simple filtered-error-based control scheme is specifically developed to guarantee the stability of the adaptive system and ensure tracking error within a desired precision. Simulation results attained for a nonlinear system are given to illustrate and further validate the effectiveness of the proposed methods of this paper.
Keywords :
adaptive control; control nonlinearities; filtering theory; learning systems; nonlinear control systems; adaptive system stability; filtered-error-based control; hysteresis phenomena; nonlinear systems; nonsmooth nonlinearities; play-like operators; tracking error; Adaptation models; Educational institutions; Hysteresis; Magnetic hysteresis; Mathematical model; Nonlinear systems; Robustness;
Conference_Titel :
Decision and Control (CDC), 2012 IEEE 51st Annual Conference on
Conference_Location :
Maui, HI
Print_ISBN :
978-1-4673-2065-8
Electronic_ISBN :
0743-1546
DOI :
10.1109/CDC.2012.6426007