Neural network-based adaptive backstepping control for hypersonic flight vehicles with prescribed tracking performance
type: Item
instance of: scholarly article
title: Neural network-based adaptive backstepping control for hypersonic flight vehicles with prescribed tracking performance
zbMATH Open document ID: 1394.93126
DOI: 10.1155/2015/591789
author: Zhu Guoqiang
author: Liu Jinkun
published in: Mathematical Problems in Engineering
publication date: 2018-08-27T00:00:00Z
review text: Summary: An adaptive neural control scheme is proposed for a class of generic hypersonic flight vehicles. The main advantages of the proposed scheme include the following: (1) a new constraint variable is defined to generate the virtual control that forces the tracking error to fall within prescribed boundaries; (2) RBF NNs are employed to compensate for complex and uncertain terms to solve the problem of controller complexity; (3) only one parameter needs to be updated online at each design step, which significantly reduces the computational burden. It is proved that all signals of the closed-loop system are uniformly ultimately bounded. Simulation results are presented to illustrate the effectiveness of the proposed scheme.
Mathematics Subject Classification ID: 93C40
Mathematics Subject Classification ID: 70Q05
zbMATH DE Number: 6926734
Wikidata QID: Q59119497
MaRDI profile type: Publication
full work available at URL: https://doi.org/10.1155/2015/591789
OpenAlex ID: W1483516127
cites work: Design of Robust Control Systems for a Hypersonic Aircraft
cites work: Adaptive sliding mode tracking control for a flexible air-breathing hypersonic vehicle
cites work: Fuzzy tracking control design for hypersonic vehicles via T-S model
cites work: Adaptive neural control based on HGO for hypersonic flight vehicles
cites work: Dynamic output feedback control of a flexible air-breathing hypersonic vehicle via T–S fuzzy approach
cites work: Uncertainty modeling and robust minimax LQR control of multivariable nonlinear systems with application to hypersonic flight
cites work: Adaptive discrete-time controller design with neural network for hypersonic flight vehicle via back-stepping
cites work: Adaptive dynamic surface control of a hypersonic flight vehicle with improved tracking
cites work: Prescribed Performance Adaptive Control for Multi-Input Multi-Output Affine in the Control Nonlinear Systems
cites work: Adaptive control with guaranteed transient and steady state tracking error bounds for strict feedback systems
cites work: Fuzzy-approximation-based global adaptive control for uncertain strict-feedback systems with a priori known tracking accuracy
cites work: Global adaptive neural control for strict-feedback time-delay systems with predefined output accuracy
cites work: Semi-globally/globally stable adaptive NN backstepping control for uncertain MIMO systems with tracking accuracy known \textit{a priori}
cites work: Multivariable Adaptive Backstepping Control: A Norm Estimation Approach
cites work: Direct adaptive fuzzy control of nonlinear strict-feedback systems
cites work: Adaptive fuzzy dynamic surface control with prespecified tracking performance for a class of nonlinear systems
description: scientific article; zbMATH DE number 6926734