Neural network-based flight control systems: Present and future

SA Emami, P Castaldi, A Banazadeh - Annual Reviews in Control, 2022 - Elsevier
As the first review in this field, this paper presents an in-depth mathematical view of
Intelligent Flight Control Systems (IFCSs), particularly those based on artificial neural …

Event-based adaptive NN fixed-time cooperative formation for multiagent systems

L Cao, Z Cheng, Y Liu, H Li - IEEE Transactions on Neural …, 2022 - ieeexplore.ieee.org
This article focuses on the fixed-time formation control problem for nonlinear multiagent
systems (MASs) with dynamic uncertainties and limited communication resources. Under the …

Finite-time adaptive neural resilient DSC for fractional-order nonlinear large-scale systems against sensor-actuator faults

X Song, P Sun, S Song, V Stojanovic - Nonlinear dynamics, 2023 - Springer
The aim of this paper is to study an adaptive neural finite-time resilient dynamic surface
control (DSC) strategy for a category of nonlinear fractional-order large-scale systems …

A novel full errors fixed-time control for constraint nonlinear systems

S Sui, CLP Chen, S Tong - IEEE Transactions on Automatic …, 2022 - ieeexplore.ieee.org
In this article, the issue of adaptive control design with full error constraints for multi-input
and multi-output nonlinear systems is investigated. By combining nonlinear filters and an …

Finite-time velocity-observed based adaptive output-feedback trajectory tracking formation control for underactuated unmanned underwater vehicles with prescribed …

H Liang, Y Fu, J Gao, H Cao - Ocean Engineering, 2021 - Elsevier
This paper presents a finite-time velocity-observed based adaptive output-feedback
trajectory tracking formation control for underactuated unmanned underwater vehicles …

Quantized neural adaptive finite-time preassigned performance control for interconnected nonlinear systems

X Song, P Sun, S Song, V Stojanovic - Neural Computing and Applications, 2023 - Springer
In this article, the issue of neural adaptive decentralized finite-time prescribed performance
(FTPP) control is investigated for interconnected nonlinear time-delay systems. First, to …

Finite-time command filtered backstep** control for a class of nonlinear systems

J Yu, P Shi, L Zhao - Automatica, 2018 - Elsevier
This paper considers the problem of finite-time tracking control for a class of nonlinear
systems. A novel finite-time command filtered backstep** approach is proposed by using …

Command filter-based adaptive neural finite-time control for stochastic nonlinear systems with time-varying full-state constraints and asymmetric input saturation

Y Li, B Niu, G Zong, J Zhao, X Zhao - International Journal of …, 2022 - Taylor & Francis
This article studies a tracking control problem for a class of stochastic nonlinear systems with
time-varying full-state constraints and asymmetric input saturation. Firstly, the Gauss Error …

Leader–follower formation control of USVs with prescribed performance and collision avoidance

S He, M Wang, SL Dai, F Luo - IEEE transactions on industrial …, 2018 - ieeexplore.ieee.org
This paper addresses a decentralized leader-follower formation control problem for a group
of fully actuated unmanned surface vehicles with prescribed performance and collision …

Removing the feasibility conditions imposed on tracking control designs for state-constrained strict-feedback systems

K Zhao, Y Song - IEEE Transactions on Automatic Control, 2018 - ieeexplore.ieee.org
For strict-feedback nonlinear systems under full-state constraints, current barrier Lyapunov
function (BLF) and integral BLF based control solutions rely on feasibility conditions for …