22373

Modeling and Simulation of a Vision-Based Autonomous Vehicle

Article

Last updated: 04 Jan 2025

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Abstract

This paper presents a comprehensive mathematical simulation for the trajectory of a vision-based autonomous vehicle during moving between lane lines of the structured road. The simulation accomplished by using MATLAB/Simulink software. This simulation mimics the existence of an actual digital camera by using a novel 3D-vision block to simulate the
actual images that assumed to be provided by a digital camera connected to an embedded computer. The 3D-vision block uses mathematical equations, execution sequence and logical conditions to create a virtual captured image. So, this virtual image is then used to detect the lane in the front of the vehicle depending on the virtual camera position and its parameters. Inside simulation environment that based on the kinematic model of the vehicle and vision model, the controller has been designed that will be coded in the embedded computer. Several evaluations are shown and discussed about the lane detection and 3D vision simulation.

DOI

10.21608/asat.2017.22373

Keywords

vision-based, lane detection, autonomous vehicle, vision modeling and simulation

Authors

First Name

A.

Last Name

Desoky

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Affiliation

MSc Student, Faculty of Engineering, Cairo university, Giza, Egypt.

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First Name

A.

Last Name

Bayoumy

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Affiliation

Assistant Professor, MSA University, Giza, Egypt.

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First Name

G.

Last Name

Hassaan

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Affiliation

Emeritus Professor, Faculty of Engineering, Cairo university, Giza, Egypt.

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Volume

17

Article Issue

AEROSPACE SCIENCES & AVIATION TECHNOLOGY, ASAT - 17 – April 11 - 13, 2017

Related Issue

4266

Issue Date

2017-04-01

Receive Date

2018-12-19

Publish Date

2017-04-01

Page Start

1

Page End

23

Print ISSN

2090-0678

Online ISSN

2636-364X

Link

https://asat.journals.ekb.eg/article_22373.html

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https://asat.journals.ekb.eg/service?article_code=22373

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12

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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

Modeling and Simulation of a Vision-Based Autonomous Vehicle

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Article

Created At

22 Jan 2023