NDLI: Dynamic inversion based on neural network applied to nonlinear flight control system

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2010 2nd International Conference on Future Computer and Communication

Volume 3 - 2010

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Survey on access control models

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Dynamic inversion based on neural network applied to nonlinear flight control system

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2009 ETP International Conference on Future Computer and Communication

2009 International Conference on Future Computer and Communication

Dynamic inversion based on neural network applied to nonlinear flight control system

Content Provider	IEEE Xplore Digital Library
Author	Kechang Qian Zili Chen
Copyright Year	2010
Description	Author affiliation: Ordance Engineering College, Shijiazhuang, China (Kechang Qian; Zili Chen)
Abstract	Modern flight control system is always a complicated nonlinear flight control system, this paper presents a control method of dynamic inversion based on neural network applied to nonlinear flight control system. Through analyzes the decoupling inversion and tracking principle of neural network, a dynamic neural network is presented, which consist of static neural network and integrators. Based on the dynamic neural network, a control method of dynamic inversion used for multi-variable nonlinear flight control system is designed, and simulation of flight control system of power parafoil is made. Simulation results demonstrate that the control method has strong ability of control and robustness.
File Size	265337
File Format	PDF
ISBN	9781424458219
e-ISBN	9781424458240
DOI	10.1109/ICFCC.2010.5497341
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-05-21
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	flight control system Nonlinear control systems Control systems Educational institutions Nonlinear dynamical systems Electronic mail neural network Aerospace control Aerospace engineering Neural networks dynamic inversion nonlinear system control Nonlinear systems Arithmetic
Content Type	Text
Resource Type	Article

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