Autonomous path planning robot using geographical information

The purpose of this project is initially to present an implementation of a guidance algorithm based on the geometrical analysis for the adoption of path planning problem. A mobile robot (named toward its unique characteristic in this project as constant speed robot) moving at a constant speed and h...

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Main Author: Ismail Ishaq Ibrahim
Other Authors: Ruslizam Daud (Advisor)
Format: Learning Object
Language:English
Published: Universiti Malaysia Perlis 2008
Subjects:
Online Access:http://dspace.unimap.edu.my/xmlui/handle/123456789/3809
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spelling my.unimap-38092008-12-31T07:03:08Z Autonomous path planning robot using geographical information Ismail Ishaq Ibrahim Ruslizam Daud (Advisor) Robots -- Design and construction Robotics Mobile robot Path planning The purpose of this project is initially to present an implementation of a guidance algorithm based on the geometrical analysis for the adoption of path planning problem. A mobile robot (named toward its unique characteristic in this project as constant speed robot) moving at a constant speed and having a constant swerving ability or no swerving is used in the analysis. The guidance algorithm is formed based on an initial direction and distance of the target location without considering the time taken by the robot to reach the desired destination. At the moment, the guidance algorithm managed to assist the robot to reach the desired destination, within a certain small error tolerance. The development of the path planning algorithm is initially presented by the geometrical analysis and it is then analyzed by simulation using Matlab. The simulation analysis is performed to prove the effectiveness and robustness of the guidance algorithm for the mobile robot. The performance of the guidance algorithm will be compared with an existing guidance algorithm based on kinematics geometry and with an alternative guidance strategy employing geometrical analysis and Matlab’s simulation. After the simulation using Matlab, the algorithm will then be implemented in the robot using basic stamp to run the mobile robot. A camera will be use to act as an ‘eye’ for the robot to avoid obstacle. After the robot had avoided the obstacle, the robot will then continue on its path to the targeted location. The accuracy is almost 80% during the experiments. The robot just went off its course by just 10°. 2008-12-31T07:03:08Z 2008-12-31T07:03:08Z 2008-04 Learning Object http://hdl.handle.net/123456789/3809 en Universiti Malaysia Perlis School of Mechatronic Engineering
institution Universiti Malaysia Perlis
building UniMAP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Perlis
content_source UniMAP Library Digital Repository
url_provider http://dspace.unimap.edu.my/
language English
topic Robots -- Design and construction
Robotics
Mobile robot
Path planning
spellingShingle Robots -- Design and construction
Robotics
Mobile robot
Path planning
Ismail Ishaq Ibrahim
Autonomous path planning robot using geographical information
description The purpose of this project is initially to present an implementation of a guidance algorithm based on the geometrical analysis for the adoption of path planning problem. A mobile robot (named toward its unique characteristic in this project as constant speed robot) moving at a constant speed and having a constant swerving ability or no swerving is used in the analysis. The guidance algorithm is formed based on an initial direction and distance of the target location without considering the time taken by the robot to reach the desired destination. At the moment, the guidance algorithm managed to assist the robot to reach the desired destination, within a certain small error tolerance. The development of the path planning algorithm is initially presented by the geometrical analysis and it is then analyzed by simulation using Matlab. The simulation analysis is performed to prove the effectiveness and robustness of the guidance algorithm for the mobile robot. The performance of the guidance algorithm will be compared with an existing guidance algorithm based on kinematics geometry and with an alternative guidance strategy employing geometrical analysis and Matlab’s simulation. After the simulation using Matlab, the algorithm will then be implemented in the robot using basic stamp to run the mobile robot. A camera will be use to act as an ‘eye’ for the robot to avoid obstacle. After the robot had avoided the obstacle, the robot will then continue on its path to the targeted location. The accuracy is almost 80% during the experiments. The robot just went off its course by just 10°.
author2 Ruslizam Daud (Advisor)
author_facet Ruslizam Daud (Advisor)
Ismail Ishaq Ibrahim
format Learning Object
author Ismail Ishaq Ibrahim
author_sort Ismail Ishaq Ibrahim
title Autonomous path planning robot using geographical information
title_short Autonomous path planning robot using geographical information
title_full Autonomous path planning robot using geographical information
title_fullStr Autonomous path planning robot using geographical information
title_full_unstemmed Autonomous path planning robot using geographical information
title_sort autonomous path planning robot using geographical information
publisher Universiti Malaysia Perlis
publishDate 2008
url http://dspace.unimap.edu.my/xmlui/handle/123456789/3809
_version_ 1643787945912565760
score 13.160551