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24864

On-line Trajectory Control of Aircraft Using Neural Networks

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Last updated: 04 Jan 2025

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Abstract

In this paper an artificial Neural Network (NN) is used to control an aircraft along a predetermined trajectory. The inverse dynamics concept is used. Two NN models are used: one for forward identification NNI) nd he ther ne or nverse odel identification and forward control (NNC). After training of both models the NNC is used as a forward controller to the aircraft model. The simulation results shows good agreement between required and achieved trajectory.

DOI

10.21608/asat.1999.24864

Keywords

Aircraft, Neural Networks, Inverse Dynamics, Trajectory Control

Authors

First Name

A.

Last Name

Bayoumy

MiddleName

M.

Affiliation

Eng. Amgad M. Bayoumy, Military Technical College (MTC), Cairo, Egypt.

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Orcid

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First Name

F.

Last Name

Abdel-Ghany

MiddleName

I.

Affiliation

Assoc.Prof. FrAwzy Ibrahim AbdelGhany, Chairman of Radar and Guidance Department, MTC, Cairo, Egypt.

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City

-

Orcid

-

First Name

I.

Last Name

Ibrahim

MiddleName

M.

Affiliation

Prof. Ibrahim Mansour Ibrahim, Chairman of Design Center, Ministry of Military Production, Cairo, Egypt.

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Volume

8

Article Issue

ASAT Conference, 4-6 May 1999

Related Issue

4551

Issue Date

1999-05-01

Receive Date

2019-01-16

Publish Date

1999-05-01

Page Start

1

Page End

11

Print ISSN

2090-0678

Online ISSN

2636-364X

Article File

ASAT_Volume 8_Issue ASAT Conference, 4-6 May 1999_Pages 1-11.pdf

PDF . 2.0MB

Link

https://asat.journals.ekb.eg/article_24864.html

Detail API

https://asat.journals.ekb.eg/service?article_code=24864

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5

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Original Article

Type Code

737

Publication Type

Journal

Publication Title

International Conference on Aerospace Sciences and Aviation Technology

Publication Link

https://asat.journals.ekb.eg/

MainTitle

On-line Trajectory Control of Aircraft Using Neural Networks

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Article

Created At

22 Jan 2023