• DocumentCode
    3288964
  • Title

    Underwater robot navigation around a sphere using electrolocation sense and Kalman filter

  • Author

    Lebastard, Vincent ; Chevallereau, Christine ; Amrouche, Ali ; Jawad, Brahim ; Girin, Alexis ; Boyer, Frederic ; Gossiaux, Pol Bernard

  • fYear
    2010
  • fDate
    18-22 Oct. 2010
  • Firstpage
    4225
  • Lastpage
    4230
  • Abstract
    The aim of this paper is to perform the navigation of an underwater robot equipped with a sensor using the electric sense. The robot navigates in an unbounded environment in presence of spheres. This sensor is inspired of some species of electric fish. A model of this sensor composed of n spherical electrodes is established. The variations of the current due to the presence of the sphere is related to the model of Rasnow. Unscented Kalman Filter is used to localize the robot with respect to the sphere and to estimate the size of the sphere. We show that bio-inspired motions improve the detection of the spheres. We illustrate the efficiency of the method in two cases: a two electrodes sensor and a four electrodes sensor.
  • Keywords
    Kalman filters; electric sensing devices; electrodes; mobile robots; path planning; robot vision; underwater vehicles; bioinspired motion; electric fish; electric sensor; electrode sensor; electrolocation sense; spherical electrode; underwater robot navigation; unscented Kalman filter;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Robots and Systems (IROS), 2010 IEEE/RSJ International Conference on
  • Conference_Location
    Taipei
  • ISSN
    2153-0858
  • Print_ISBN
    978-1-4244-6674-0
  • Type

    conf

  • DOI
    10.1109/IROS.2010.5648929
  • Filename
    5648929