Title :
Vision Aided Path Planning for Mobile Robot
Author :
Rashidan, M.A. ; Mustafah, Y.M. ; Hamid, S.B.A. ; Shawgi, Y.A.M. ; Rashid, N.K.A.M.
Author_Institution :
Dept. of Mechatron., Int. Islamic Univ. Malaysia, Kuala Lumpur, Malaysia
Abstract :
Path planning is very important for autonomous mobile robots to navigate from the beginning to the ending position. Vision aided path planning for mobile robot system is discussed in this paper. The paper reveals the accounts from a historical overview and provides a study on how to develop a single vision system for a mobile robot, which implements an obstacle avoidance algorithm, detecting the objects by the colour. Also, we aim at highlighting and analyzing the use of single vision cameras such as webcam in providing data and useful information required for navigation purposes. The system is able to detect obstacles and provide position information from the image of indoor environment. The result is accurate enough to detect the static obstacles and avoid any possible contact with that obstacle. Thus, it is best suggested that the proposed colour approach would be significant as a navigational aid for the autonomous mobile robot.
Keywords :
collision avoidance; mobile robots; object detection; robot vision; autonomous mobile robot navigation; object detection; obstacle avoidance algorithm; position information; vision aided path planning; Abstracts; Cameras; Collision avoidance; Computers; Mobile robots; Path planning; Robot vision systems; indoor environment; mobile robot; obstacle avoidance; path planning; vision; vision cameras;
Conference_Titel :
Computer and Communication Engineering (ICCCE), 2014 International Conference on
Conference_Location :
Kuala Lumpur
DOI :
10.1109/ICCCE.2014.15