Adaptive control of a class of nonlinear systems with nonlinearly parameterized fuzzy approximators.

Adaptive control of a class of nonlinear systems with nonlinearly parameterized fuzzy approximators.

Recently, through the use of parameterized fuzzy approximators, various adaptive fuzzy control schemes have been developed to deal with nonlinear systems whose dynamics are poorly understood. An important class of parameterized fuzzy approximators is constructed using radial basis function (RBF) as...

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Bibliografiske detaljer
Udgivet i:IEEE Transactions on fuzzy systems 9, 2 (2001).
Hovedforfatter: Hugang Han
Format: Article
Sprog:English
Fag:
RBF parameter tuning.
Adaptive fuzzy control.
Approximation error reduction.
Control performance.
Global boundedness.
Membership function.
Nonlinear systems.
Nonlinearly parameterized fuzzy approximators.
Parameterized fuzzy approximators.
Radial basis function.
Unknown dynamics.