• DocumentCode
    138428
  • Title

    Ensuring safety in human-robot coexistence environment

  • Author

    Chi-Shen Tsai ; Jwu-Sheng Hu ; Tomizuka, Masayoshi

  • Author_Institution
    Dept. of Mech. Eng., Univ. of California, Berkeley, Berkeley, CA, USA
  • fYear
    2014
  • fDate
    14-18 Sept. 2014
  • Firstpage
    4191
  • Lastpage
    4196
  • Abstract
    This paper proposes a safety index and an associated formulation in the optimization-based path planning framework to assess and ensure the safety of human workers in a human-robot coexistence environment. The safety index is evaluated using the ellipsoid coordinates (EC) attached to the robot links that represents the distance between the robot arm and the worker. To account for the inertial effect, the momentum of the robot links are projected onto the coordinates to generate additional measures of safety. The safety index is used as a constraint in the optimization problem so that a collision-free trajectory within a finite time horizon is generated online iteratively for the robot to move towards the desired position. To reduce the computational load for real-time implementation, the formulated optimization problem is further approximated by a quadratic problem. The safety index and the proposed formulations are simulated and validated in a two-link planar robot and the ITRI 7-DoF robot with a human worker moving inside the workspace of the robots.
  • Keywords
    human-robot interaction; manipulators; optimisation; path planning; safety; ITRI 7-DoF robot; collision-free trajectory; ellipsoid coordinates; finite time horizon; human worker; human-robot coexistence environment; inertial effect; optimization-based path planning framework; quadratic problem; robot arm; robot links; safety index; two-link planar robot; Ellipsoids; Indexes; Optimization; Robot kinematics; Safety; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Robots and Systems (IROS 2014), 2014 IEEE/RSJ International Conference on
  • Conference_Location
    Chicago, IL
  • Type

    conf

  • DOI
    10.1109/IROS.2014.6943153
  • Filename
    6943153