• DocumentCode
    2734852
  • Title

    Compact image processing based kin recognition, distance measurement and identification method in a robot swarm

  • Author

    Bolla, K. ; Kovacs, T. ; Fazekas, G.

  • Author_Institution
    Kecskemet Coll., Kecskemet, Hungary
  • fYear
    2010
  • fDate
    27-29 May 2010
  • Firstpage
    419
  • Lastpage
    424
  • Abstract
    In this paper we develop a reliable visual recognition, distance measurement and identification algorithm to detect and identify kin robots in a mobile-robot swarm. Every robot in the swarm is equipped with a zebra pattern and our idea is based on the Fast Fourier Transform (FFT), which has a relatively low complexity. We sampled the camera images of the robot by a vertical sampling method, and the sampled one dimensional vectors were the inputs of the FFT. The basis of the pattern localization is that there is a distinguishable peak in the FFT spectrum if the sample went through a horizontal zebra pattern. If this peak is larger than an empirically determined threshold value the algorithm finds the location of a kin robot. Moreover, based on the FFT spectrum this method it is capable to estimate the distance of the kin robot. Besides, we modified the zebra pattern to a barcode like pattern, and so the identification of the swarm members is also possible. To test our idea several experiments were accomplished with Surveyor SRV-1 robots, which have an on-board camera system. The captured pictures of the observer robot were sent to and processed in a PC using MATLAB program.
  • Keywords
    Cameras; Distance measurement; Fast Fourier transforms; Image processing; Image recognition; MATLAB; Mobile robots; Robot vision systems; Sampling methods; System testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Cybernetics and Technical Informatics (ICCC-CONTI), 2010 International Joint Conference on
  • Conference_Location
    Timisoara, Romania
  • Print_ISBN
    978-1-4244-7432-5
  • Type

    conf

  • DOI
    10.1109/ICCCYB.2010.5491237
  • Filename
    5491237