Approximation capabilities of multilayer feedforward networks
Neural Networks
Universal approximation using radial-basis-function networks
Neural Computation
Fuzzy adaptive output tracking control of nonlinear systems
Fuzzy Sets and Systems
Nonlinear and Adaptive Control Design
Nonlinear and Adaptive Control Design
Direct adaptive fuzzy output tracking control of nonlinear systems
Fuzzy Sets and Systems - Featured Issue: Selected papers from ACIDCA 2000
Information Sciences—Informatics and Computer Science: An International Journal
Fuzzy adaptive output feedback control for MIMO nonlinear systems
Fuzzy Sets and Systems
Adaptive fuzzy control for strict-feedback canonical nonlinear systems with H∞ tracking performance
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Robust backstepping control of nonlinear systems using neural networks
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
A hybrid adaptive fuzzy control for a class of nonlinear MIMO systems
IEEE Transactions on Fuzzy Systems
IEEE Transactions on Fuzzy Systems
IEEE Transactions on Fuzzy Systems
Stable adaptive fuzzy control of nonlinear systems
IEEE Transactions on Fuzzy Systems
Adaptive robust control of MIMO nonlinear systems in semi-strict feedback forms
Automatica (Journal of IFAC)
Adaptive NN control of uncertain nonlinear pure-feedback systems
Automatica (Journal of IFAC)
An ISS-modular approach for adaptive neural control of pure-feedback systems
Automatica (Journal of IFAC)
Robust adaptive neural control for a class of perturbed strict feedback nonlinear systems
IEEE Transactions on Neural Networks
Adaptive neural control of uncertain MIMO nonlinear systems
IEEE Transactions on Neural Networks
Nonlinear adaptive control of interconnected systems using neural networks
IEEE Transactions on Neural Networks
Adaptive neural network control for a class of low-triangular-structured nonlinear systems
IEEE Transactions on Neural Networks
Information Sciences: an International Journal
EP-based kinematic control and adaptive fuzzy sliding-mode dynamic control for wheeled mobile robots
Information Sciences: an International Journal
Fuzzy adaptive backstepping robust control for SISO nonlinear system with dynamic uncertainties
Information Sciences: an International Journal
Adaptive fuzzy controller for non-affine systems with zero dynamics
International Journal of Systems Science
Dynamic structure adaptive neural fuzzy control for MIMO uncertain nonlinear systems
Information Sciences: an International Journal
A fuzzy GARCH model applied to stock market scenario using a genetic algorithm
Expert Systems with Applications: An International Journal
A Fuzzy Asymmetric GARCH model applied to stock markets
Information Sciences: an International Journal
Adaptive output feedback control of nonlinear systems with actuator failures
Information Sciences: an International Journal
Direct adaptive fuzzy control for nonlinear systems with time-varying delays
Information Sciences: an International Journal
ACC'09 Proceedings of the 2009 conference on American Control Conference
Combined adaptive fuzzy control for uncertain MIMO nonlinear systems
ACC'09 Proceedings of the 2009 conference on American Control Conference
Direct adaptive fuzzy control for nonlinear systems with supervisory control performance
CCDC'09 Proceedings of the 21st annual international conference on Chinese Control and Decision Conference
Adaptive fuzzy tracking control for a class of uncertain nonlinear systems
CCDC'09 Proceedings of the 21st annual international conference on Chinese Control and Decision Conference
Information Sciences: an International Journal
IEEE Transactions on Fuzzy Systems
Non-affine nonlinear adaptive control of decentralized large-scale systems using neural networks
Information Sciences: an International Journal
Information Sciences: an International Journal
MIMO adaptive fuzzy terminal sliding-mode controller for robotic manipulators
Information Sciences: an International Journal
Information Sciences: an International Journal
Information Sciences: an International Journal
Indirect adaptive fuzzy and impulsive control of nonlinear systems
International Journal of Automation and Computing
IEEE Transactions on Fuzzy Systems
Information Sciences: an International Journal
Adaptive robust NN control of nonlinear systems
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part II
A hierarchical structure of observer-based adaptive fuzzy-neural controller for MIMO systems
Fuzzy Sets and Systems
Information Sciences: an International Journal
Journal of Control Science and Engineering - Special issue on Dynamic Neural Networks for Model-Free Control and Identification
Interval type 2 hierarchical FNN with the H-infinity condition for MIMO non-affine systems
Applied Soft Computing
Decentralized adaptive tracking control of nonaffine nonlinear large-scale systems with time delays
Information Sciences: an International Journal
Interaction analysis and loop pairing for MIMO processes described by T--S fuzzy models
Fuzzy Sets and Systems
Adaptive control for nonlinear MIMO time-delay systems based on fuzzy approximation
Information Sciences: an International Journal
Applications of axiomatic fuzzy sets theory on fuzzy time series forecasting
International Journal of Systems, Control and Communications
Adaptive fuzzy tracking control of nonlinear MIMO systems with time-varying delays
Fuzzy Sets and Systems
Adaptive NN control for a class of chemical reactor systems
ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part II
Design of a unified adaptive fuzzy observer for uncertain nonlinear systems
Information Sciences: an International Journal
Adaptive fuzzy control for differentially flat MIMO nonlinear dynamical systems
Integrated Computer-Aided Engineering
Stability analysis and design of a class of MIMO fuzzy control systems
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Robust PID TS fuzzy control methodology based on gain and phase margins specifications
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
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An adaptive fuzzy control approach is proposed for a class of multiple-input-multiple-output (MIMO) nonlinear systems with completely unknown nonaffine functions. The MIMO systems are composed of n subsystems and each of subsystems is in the nested lower triangular form. It is difficult and complicated to control this class of systems due to the existence of unknown nonaffine functions and the couplings among the nested subsystems. This difficulty is overcome by introducing some special type Lyapunov functions and taking advantage of the mean-value theorem, the backstepping design method and the approximation property of the fuzzy systems. The proposed control approach can guarantee that all the signals in the closed-loop system are bounded. A simulation experiment is utilized to verify the feasibility of the proposed approach.