Adaptive neural output-feedback controller design of switched nonlower triangular nonlinear systems with time delays

B Niu, D Wang, M Liu, X Song… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In this article, we study the issue of adaptive neural output-feedback controller design for a
class of uncertain switched time-delay nonlinear systems with nonlower triangular structure …

Neural network-based adaptive tracking control for switched nonlinear systems with prescribed performance: an average dwell time switching approach

Y Wang, B Niu, H Wang, N Alotaibi, E Abozinadah - Neurocomputing, 2021 - Elsevier
This article investigates a problem of adaptive neural output-feedback tracking control for a
class of switched uncertain nonlinear systems in nonstrict-feedback structure with average …

Adaptive neural prescribed-time control of switched nonlinear systems with mode-dependent average dwell time

D Zeng, Z Liu, CLP Chen, Y Wang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Most current adaptive neural control strategies for switched nonlinear systems, both finite-
time and fixed-time, are limited by a conservatively estimated settling time. Besides, the …

Adaptive neural output-feedback control for a class of nonlower triangular nonlinear systems with unmodeled dynamics

H Wang, PX Liu, S Li, D Wang - IEEE transactions on neural …, 2017 - ieeexplore.ieee.org
This paper presents the development of an adaptive neural controller for a class of nonlinear
systems with unmodeled dynamics and immeasurable states. An observer is designed to …

Adaptive neural backstepping for a class of switched nonlinear system without strict-feedback form

Z Liu, B Chen, C Lin - IEEE Transactions on Systems, Man, and …, 2016 - ieeexplore.ieee.org
This paper focuses on backstepping-based adaptive neural control for switched nonlinear
systems in nonstrict-feedback form. A structural characteristic of radial basis function neural …

Adaptive backstepping-based neural tracking control for MIMO nonlinear switched systems subject to input delays

B Niu, L Li - IEEE Transactions on Neural Networks and …, 2017 - ieeexplore.ieee.org
This brief proposes a new neural-network (NN)-based adaptive output tracking control
scheme for a class of disturbed multiple-input multiple-output uncertain nonlinear switched …

Predefined-time adaptive neural tracking control of switched nonlinear systems

H Wang, M Tong, X Zhao, B Niu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This article investigates the neural-network-based adaptive predefined-time tracking control
problem for switched nonlinear systems. Neural networks are employed to approximate the …

Global adaptive neural control for strict-feedback time-delay systems with predefined output accuracy

J Wu, W Chen, F Yang, J Li, Q Zhu - Information Sciences, 2015 - Elsevier
This paper focuses on the stabilization problem for a class of nonlinear strict-feedback
systems with disturbances and time delay. By constructing some nonnegative functionals, a …

Adaptive intelligent control of nonaffine nonlinear time-delay systems with dynamic uncertainties

H Wang, W Sun, PX Liu - IEEE Transactions on Systems, Man …, 2016 - ieeexplore.ieee.org
Adaptive neural intelligent control is investigated for a class of pure-feedback nonlinear time-
delay systems with unmodeled dynamics in nonlower-triangular form, which views the lower …

Adaptive neural control for a class of pure-feedback nonlinear systems via dynamic surface technique

Z Liu, X Dong, J Xue, H Li… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
This brief addresses the adaptive control problem for a class of pure-feedback systems with
nonaffine functions possibly being nondifferentiable. Without using the mean value theorem …