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Fuzzy Combination of Fuzzy and Switching State-Feedback Controllers for Nonlinear Systems Subject to Parameter Uncertainties.

Authors :
Lam, H. K.
Leung, Frank H. F.
Source :
IEEE Transactions on Systems, Man & Cybernetics: Part B. Apr2005, Vol. 35 Issue 2, p269-281. 13p.
Publication Year :
2005

Abstract

This paper presents a fuzzy controller, which involves a fuzzy combination of local fuzzy and global switching state-feed- back controllers, for nonlinear systems subject to parameter uncertainties with known bounds. The nonlinear system is represented by a fuzzy combined Takagi-Sugeno-Kang model, which is a fuzzy combination of the global and local fuzzy plant models. By combining the local fuzzy and global switching state-feedback controllers using fuzzy logic techniques, the advantages of both controllers can be retained and the undesirable chattering effect introduced by the global switching state-feedback controller can be eliminated. The steady-state error introduced by the global switching state-feedback controller when a saturation function is used can also be removed. Stability conditions, which are related to the system matrices of the local and global closed-loop systems, are derived to guarantee the closed-loop system stability. An application example will be given to demonstrate the merits of the proposed approach. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10834419
Volume :
35
Issue :
2
Database :
Academic Search Index
Journal :
IEEE Transactions on Systems, Man & Cybernetics: Part B
Publication Type :
Academic Journal
Accession number :
16556523
Full Text :
https://doi.org/10.1109/TSMCB.2004.842417