• DocumentCode
    2555270
  • Title

    A mathematical analysis of the minimum variance model of human-like reaching movements

  • Author

    Svinin, Mikhail ; Yamamoto, Motoji

  • Author_Institution
    International Research and Education Center, Faculty of Engineering, Kyushu University, 744 Motooka, Nishi-ku, Fukuoka 819-0395, Japan
  • fYear
    2011
  • fDate
    25-30 Sept. 2011
  • Firstpage
    4386
  • Lastpage
    4391
  • Abstract
    The paper deals with modeling of human-like reaching movements using a probabilistic minimum variance model. A continuous formulation of the minimum variance model is developed and analyzed. The model features a parameter, having the meaning of the post-movement time period, whose assignment in a systematic way is not evident. To facilitate the situation and avoid the explicit specification of this parameter, the limiting case of the post-movement period tending to infinity is analyzed for several classes of the control plant. A connection between this limiting model and the conventional minimum control effort model is also established.
  • Keywords
    Covariance matrix; Equations; Limiting; Mathematical model; Optimization; Performance analysis; Trajectory;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Robots and Systems (IROS), 2011 IEEE/RSJ International Conference on
  • Conference_Location
    San Francisco, CA
  • ISSN
    2153-0858
  • Print_ISBN
    978-1-61284-454-1
  • Type

    conf

  • DOI
    10.1109/IROS.2011.6095095
  • Filename
    6095095