Universal fuzzy controllers for non-affine nonlinear systems

• Main Author: Gao, Qing, (Author)
• Format: eBook
• Language: English
• Published: Singapore : Springer, 2016.
• Series: Springer theses.
• Subjects: Nonlinear systems.; Nonlinear control theory.; Fuzzy systems.; elektronické knihy; electronic books
• ISBN: 9789811019746; 9789811019739
• Physical Description: 1 online resource (xvii, 142 pages) : color illustrations
• Item Description: "Doctoral thesis accepted by City University of Hong Kong, Hong Kong, China."
• Access: Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty

This thesis provides a systematic and integral answer to an open problem concerning the universality of dynamic fuzzy controllers. It presents a number of novel ideas and approaches to various issues including universal function approximation, universal fuzzy models, universal fuzzy stabilization controllers, and universal fuzzy integral sliding mode controllers. The proposed control design criteria can be conveniently verified using the MATLAB toolbox. Moreover, the thesis provides a new, easy-to-use form of fuzzy variable structure control. Emphasis is given to the point that, in the context of deterministic/stochastic systems in general, the authors are in fact discussing non-affine nonlinear systems using a class of generalized T-S fuzzy models, which offer considerable potential in a wide range of applications.