• DocumentCode
    2207358
  • 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
  • fYear
    2010
  • fDate
    July 29 2010-Aug. 1 2010
  • Firstpage
    632
  • Lastpage
    637
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial and Information Systems (ICIIS), 2010 International Conference on
  • Conference_Location
    Mangalore
  • Print_ISBN
    978-1-4244-6651-1
  • Type

    conf

  • DOI
    10.1109/ICIINFS.2010.5578629
  • Filename
    5578629