Journal
SOFT COMPUTING
Volume 23, Issue 19, Pages 9747-9759Publisher
SPRINGER
DOI: 10.1007/s00500-018-3543-9
Keywords
Direct adaptive fuzzy control; Lyapunov theory; Uncertain nonlinear MIMO system
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A robust direct adaptive fuzzy controller for a class of MIMO nonlinear systems with uncertainties and external disturbances is presented. The robust adaptive fuzzy controller is successfully employed using tracking error universe. Also adaption laws of the proposed controller are developed such that to be guaranteed the steady constant of the adjustable parameters and the estimated bound of the uncertainties and approximation error without utilizing any modification algorithm. Stability of the proposed method, i.e., uniformly ultimately boundedness of the tracking error and all involved signals, is shown based on Lyapunov theory. Simulation results demonstrate the capability and efficiency of the proposed technique for controlling nonlinear systems with uncertainties and external disturbances.
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