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27195

AUTONOMOUS UAV FUZZY LOGIC NAVIGATION AND OBSTACLE AVOIDANCE CONTROLLER

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Last updated: 24 Dec 2024

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Abstract

Unmanned Aerial Vehicles (UAVs) are defined by the United States Department of Defense (DOD) as powered, aerial vehicles that do not carry a human operator. UAVs control systems have assumed an increasingly important role in the development and advancement of modern civilization and technology. In recent years, intelligent control of autonomous navigation of UAVs has gained much interest mainly: neural networks, non-linear adaptive control, fuzzy logic as well as combinations of these methods, such as, neuro—fuzzy control, or fuzzy logic and evolutionary or genetic algorithms. The purpose of this paper is to develop an autonomous UAV fuzzy Logic navigation and obstacle avoidance controller that is capable to perform a way point navigation and obstacles avoidance along its flight. The navigation and obstacle avoidance behavior is transformed via fuzzy rules. Multi-platform simulation package is developed to perform closed loop on-line environment sensing. Several simulation tests have been conducted on the new controller. These tests show that the proposed controller achieves the desired performance with respect to its sensors capability and limitations.

DOI

10.21608/asat.2011.27195

Keywords

AUTONOMOUS UAV, Fuzzy Logic, Obstacle Avoidance, and Control

Authors

First Name

AMR

Last Name

H.

MiddleName

A.

Affiliation

Egyptian Armed Forces.

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First Name

SERAG

Last Name

H.

MiddleName

E.D.

Affiliation

Electronic and Communication Department, Faculty of engineering. Cairo University.

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Orcid

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First Name

MOHAMED

Last Name

H.

MiddleName

-

Affiliation

Egyptian Armed Forces.

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Volume

11

Article Issue

ASAT Conference, 17-19 May 2005

Related Issue

4906

Issue Date

2011-05-01

Receive Date

2019-02-14

Publish Date

2011-05-01

Page Start

871

Page End

884

Print ISSN

2090-0678

Online ISSN

2636-364X

Link

https://asat.journals.ekb.eg/article_27195.html

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https://asat.journals.ekb.eg/service?article_code=27195

Order

53

Type

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

AUTONOMOUS UAV FUZZY LOGIC NAVIGATION AND OBSTACLE AVOIDANCE CONTROLLER

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Article

Created At

22 Jan 2023