A low-complexity global approximation-free control scheme with prescribed performance for unknown pure feedback systems

CP Bechlioulis, GA Rovithakis - Automatica, 2014 - Elsevier
A universal, approximation-free state feedback control scheme is designed for unknown
pure feedback systems, capable of guaranteeing, for any initial system condition, output …

Neural network-based motion control of an underactuated wheeled inverted pendulum model

C Yang, Z Li, R Cui, B Xu - IEEE Transactions on Neural …, 2014 - ieeexplore.ieee.org
In this paper, automatic motion control is investigated for wheeled inverted pendulum (WIP)
models, which have been widely applied for modeling of a large range of two wheeled …

Adaptive output feedback control of uncertain nonlinear systems using single-hidden-layer neural networks

N Hovakimyan, F Nardi, A Calise… - IEEE Transactions on …, 2002 - ieeexplore.ieee.org
We consider adaptive output feedback control of uncertain nonlinear systems, in which both
the dynamics and the dimension of the regulated system may be unknown. However, the …

Output feedback NN control for two classes of discrete-time systems with unknown control directions in a unified approach

C Yang, SS Ge, C Xiang, T Chai… - IEEE Transactions on …, 2008 - ieeexplore.ieee.org
In this paper, output feedback adaptive neural network (NN) controls are investigated for two
classes of nonlinear discrete-time systems with unknown control directions:(1) nonlinear …

Adaptive predictive control using neural network for a class of pure-feedback systems in discrete time

SS Ge, C Yang, TH Lee - IEEE Transactions on Neural …, 2008 - ieeexplore.ieee.org
In this paper, adaptive neural network (NN) control is investigated for a class of nonlinear
pure-feedback discrete-time systems. By using prediction functions of future states, the pure …

[图书][B] Advanced control of wheeled inverted pendulum systems

Z Li, C Yang, L Fan - 2012 - books.google.com
Advanced Control of Wheeled Inverted Pendulum Systems is an orderly presentation of
recent ideas for overcoming the complications inherent in the control of wheeled inverted …

How to design a fuzzy adaptive controller based on observers for uncertain affine nonlinear systems

A Boulkroune, M Tadjine, M M'Saad, M Farza - Fuzzy sets and systems, 2008 - Elsevier
This paper focuses on the construction of a fuzzy adaptive output feedback control based on
any observer (high-gain (HG) observer, sliding mode (like) observer, etc.) for a class of …

Neural-adaptive output feedback control of a class of transportation vehicles based on wheeled inverted pendulum models

Z Li, C Yang - IEEE transactions on control systems technology, 2011 - ieeexplore.ieee.org
The wheeled inverted pendulum (WIP) models have been widely applied in the
transportation vehicles formed by a mobile wheeled inverted pendulum system with an …

Adaptive output feedback control based on DRFNN for AUV

LJ Zhang, X Qi, YJ Pang - Ocean Engineering, 2009 - Elsevier
The tracking control problem of AUV in six degrees-of-freedom (DOF) is addressed in this
paper. In general, the velocities of the vehicles are very difficult to be accurately measured …

Intelligent control

Z Li, C Yang, L Fan, Z Li, C Yang, L Fan - Advanced Control of Wheeled …, 2013 - Springer
In the chapter, a number of intelligent control approaches have been investigated. First, the
modeling and control method using the Least Squares Support Vector Machine (LS-SVM) …