Modeling and Simulation of a Vision-Based Autonomous Vehicle.
Date
2017-04
Authors
Journal Title
Journal ISSN
Volume Title
Type
Article
Publisher
ASAT
Series Info
17 th International Conference on AEROSPACE SCIENCES & AVIATION TECHNOLOGY;23 p
Doi
Scientific Journal Rankings
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.
Description
Keywords
University for vision modeling and simulation., autonomous vehicle, lane detection, vision-based