Title :
Design and implementation of autonomous robot with solid object identification algorithm
Author :
Rathnayake, M.P.N. ; Samarasekera, K.J. ; Rajapakshe, S.C. ; Wikramasinghe, E. W M P W D C B ; Mahagedara, H. B M U L B ; Samaranayake, M.G.C.R. ; Narampanawe, K. M M W N B
Author_Institution :
Dept. of Electr. & Electron. Eng., Univ. of Peradeniya, Peradeniya, Sri Lanka
fDate :
July 29 2010-Aug. 1 2010
Abstract :
Object tracking and identifying of solid shapes are the key issues in autonomous mobile robot navigation. In this paper, we present a successful design and implementation approach of an effective algorithm for mobile robot object tracking and identification. The robot is capable to identify pre-defined solid objects which are kept in any arbitrary location. Unlike some other object detection algorithms, in this approach the colour of the objects will not be considered in completing the tasks, which makes the robot more reliable in various light conditions and ambient conditions. The algorithm developed can also handle different field condition to avoid obstacles. The robot navigation system is based on low cost and reliable proximity sensor network. This approach can be effectively used in industrial applications such as product line automation, defective part removing processes, automated vehicle driving systems and battlefield mine detection.
Keywords :
collision avoidance; mobile robots; object detection; optical tracking; shape recognition; autonomous mobile robot navigation; autonomous robot; avoid obstacles; industrial applications; mobile robot object tracking; reliable proximity sensor network; robot navigation system; solid object identification algorithm; solid shapes identification; Acoustics; Arrays; Mobile robots; Object recognition; Robot sensing systems; Service robots; Autonomous Robot; Object tracking; object identification; solid object detection algorithm;
Conference_Titel :
Industrial and Information Systems (ICIIS), 2010 International Conference on
Conference_Location :
Mangalore
Print_ISBN :
978-1-4244-6651-1
DOI :
10.1109/ICIINFS.2010.5578629