Universal fuzzy models and universal fuzzy controllers for stochastic nonaffine nonlinear systems

Q Gao, G Feng, Y Wang, J Qiu - IEEE Transactions on Fuzzy …, 2012 - ieeexplore.ieee.org
This paper investigates the universal fuzzy model and universal fuzzy controller problems for
stochastic nonaffine nonlinear systems. The underlying mechanism of stochastic fuzzy logic …

Robust adaptive controller design for a class of uncertain nonlinear systems using online T–S fuzzy-neural modeling approach

YH Chien, WY Wang, YG Leu… - IEEE Transactions on …, 2010 - ieeexplore.ieee.org
This paper proposes a novel method of online modeling and control via the Takagi-Sugeno
(TS) fuzzy-neural model for a class of uncertain nonlinear systems with some kinds of …

Approximation-based adaptive fuzzy control for a class of non-strict-feedback stochastic nonlinear systems

HQ Wang, B Chen, C Lin - Science China Information Sciences, 2014 - Springer
This paper considers the problem of adaptive fuzzy control of a class of single-input/single-
output (SISO) nonlinear stochastic systems in non-strict-feedback form. Fuzzy logic systems …

Universal fuzzy controllers based on generalized T–S fuzzy models

Q Gao, G Feng, Y Wang, J Qiu - Fuzzy Sets and Systems, 2012 - Elsevier
This paper investigates the universal fuzzy control problem based on generalized T–S fuzzy
models. The universal approximation capability of the generalized T–S fuzzy models is …

Universal fuzzy models and universal fuzzy controllers for discrete-time nonlinear systems

Q Gao, G Feng, D Dong, L Liu - IEEE transactions on …, 2014 - ieeexplore.ieee.org
This paper investigates the problems of universal fuzzy model and universal fuzzy controller
for discrete-time nonaffine nonlinear systems (NNSs). It is shown that a kind of generalized …

Approaches to T–S fuzzy-affine-model-based reliable output feedback control for nonlinear Itô stochastic systems

Y Wei, J Qiu, HK Lam, L Wu - IEEE Transactions on fuzzy …, 2016 - ieeexplore.ieee.org
This paper deals with the problem of reliable and robust H∞ static output feedback (SOF)
controller synthesis for continuous-time nonlinear stochastic systems with actuator faults …

[PDF][PDF] An On-Line Robust and Adaptive TS Fuzzy-Neural Controller for More General Unknown Systems.

WY Wang, YH Chien, IH Li - International Journal of Fuzzy Systems, 2008 - Citeseer
Abstract 1 This paper proposes a novel method of on-line modeling via the Takagi-Sugeno
(TS) fuzzy-neural model and robust adaptive control for a class of general unknown …

Fuzzy control of multiplicative noised nonlinear systems subject to actuator saturation and H∞ performance constraints

WJ Chang, YJ Shih - Neurocomputing, 2015 - Elsevier
In this paper, a H∞ performance constrained fuzzy control approach is investigated for a
class of nonlinear stochastic systems subject to actuator saturation. The nonlinear stochastic …

Adaptive fuzzy tracking control for a class of pure-feedback stochastic nonlinear systems with non-lower triangular structure

H Wang, X Liu, K Liu - Fuzzy Sets and Systems, 2016 - Elsevier
This paper considers the problem of the adaptive fuzzy tracking control for a class of
nonaffine stochastic nonlinear systems without lower triangular form. By using fuzzy logic …

Optimal tracking design for stochastic fuzzy systems

BS Chen, BK Lee, LB Guo - IEEE Transactions on Fuzzy …, 2003 - ieeexplore.ieee.org
In general, fuzzy control design for stochastic nonlinear systems is still difficult since the
fuzzy bases are stochastic so as to increase the difficulty and complexity of the fuzzy tracking …