• DocumentCode
    716336
  • Title

    Distributed centroid estimation and motion controllers for collective transport by multi-robot systems

  • Author

    Habibi, Golnaz ; Kingston, Zachary ; Xie, William ; Jellins, Mathew ; McLurkin, James

  • Author_Institution
    Comput. Sci., Rice Univ., Houston, TX, USA
  • fYear
    2015
  • fDate
    26-30 May 2015
  • Firstpage
    1282
  • Lastpage
    1288
  • Abstract
    This paper presents four distributed motion controllers to enable a group of robots to collectively transport an object towards a guide robot. These controllers include: rotation around a pivot robot, rotation in-place around an estimated centroid of the object, translation, and a combined motion of rotation and translation in which each manipulating robot follows a trochoid path. Three of these controllers require an estimate of the centroid of the object, to use as the axis of rotation. Assuming the object is surrounded by manipulator robots, we approximate the centroid of the object by measuring the centroid of the manipulating robots. Our algorithms and controllers are fully distributed and robust to changes in network topology, robot population, and sensor error. We tested all of the algorithms in real-world environments with 9 robots, and show that the error of the centroid estimation is low, and that all four controllers produce reliable motion of the object.
  • Keywords
    approximation theory; distributed control; manipulators; mobile robots; motion control; multi-robot systems; centroid measurement; collective transport; combined rotation-and-translation notion; distributed centroid estimation; distributed motion controllers; manipulator robots; multirobot systems; network topology; object centroid approximation; pivot robot; robot population; rotation in-place; sensor error; translation; trochoid path; Educational robots; Estimation; Grippers; Manipulators; Robot kinematics; Robot sensing systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Robotics and Automation (ICRA), 2015 IEEE International Conference on
  • Conference_Location
    Seattle, WA
  • Type

    conf

  • DOI
    10.1109/ICRA.2015.7139356
  • Filename
    7139356