Direct adaptive fuzzy control with a self-structuring algorithm
Fuzzy Sets and Systems
Fuzzy controller design for a class of model reference adaptive systems
International Journal of Computer Applications in Technology
Approach of adaptive control for a class of nonlinear systems using fuzzy approximator
ICS'05 Proceedings of the 9th WSEAS International Conference on Systems
Fuzzy controllers for a class of discrete-time nonlinear systems
Artificial Intelligence Review
Direct adaptive interval type-2 fuzzy control of multivariable nonlinear systems
Engineering Applications of Artificial Intelligence
Adaptive Neural-Based Fuzzy Inference System Approach Applied to Steering Control
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
Fuzzy adaptive observer backstepping control for MIMO nonlinear systems
Fuzzy Sets and Systems
Motorized CPM/CAM physiotherapy device with sliding-mode Fuzzy Neural Network control loop
Computer Methods and Programs in Biomedicine
Using a non-uniform self-selective coder for option pricing
Applied Soft Computing
Mean-based fuzzy identifier and control of uncertain nonlinear systems
Fuzzy Sets and Systems
CMAC-based compensator for limiting bound required in supervisory control systems
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Synchronization of uncertain chaotic systems based on adaptive type-2 fuzzy sliding mode control
Engineering Applications of Artificial Intelligence
Information Sciences: an International Journal
Fuzzy model reference adaptive control system
ICAI'05/MCBC'05/AMTA'05/MCBE'05 Proceedings of the 6th WSEAS international conference on Automation & information, and 6th WSEAS international conference on mathematics and computers in biology and chemistry, and 6th WSEAS international conference on acoustics and music: theory and applications, and 6th WSEAS international conference on Mathematics and computers in business and economics
Adaptive H8 Fuzzy Control for a Class of Uncertain Discrete-Time Nonlinear Systems
International Journal of Artificial Life Research
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In this paper, an observer-based direct adaptive fuzzy-neural network (FNN) controller with supervisory mode for a certain class of high order unknown nonlinear dynamical system is presented. The direct adaptive control (DAC) has the advantage of less design effort by not using FNN to model the plant. By using an observer-based output feedback control law and adaptive law, the free parameters of the adaptive FNN controller can be tuned on-line based on the Lyapunov synthesis approach. A supervisory controller is appended into the FNN controller to force the state to be within the constraint set. Therefore, if the FNN controller cannot maintain the stability, the supervisory controller starts working to guarantee stability. On the other hand, if the FNN controller works well, the supervisory controller will be de-activated. The overall adaptive scheme guarantees the global stability of the resulting closed-loop system in the sense that all signals involved are uniformly bounded. Simulation results also show that our initial control effort is much less than those in previous works, while preserving the tracking performance