• DocumentCode
    1982660
  • Title

    Motion recognition using DP matching based on position and force information

  • Author

    Nozaki, Takahiro ; Suzuki, Yusuke ; Ohnishi, Kouhei

  • Author_Institution
    Dept. of Syst. Design Eng., Keio Univ., Yokohama, Japan
  • fYear
    2011
  • fDate
    19-21 May 2011
  • Firstpage
    104
  • Lastpage
    109
  • Abstract
    This paper proposes a method to recognize human motion using DP matching based on position and force information. In this method, the position and force information is acquired by bilateral control system. Two kinds of motion information are recorded beforehand. These are called a reference pattern and an input pattern. The reference pattern is data of simple human motion, and the input pattern is data of a sequence of human motion. The input pattern is compared with the reference pattern. Then, it is recognized when the motion of the reference pattern is performed. DP matching is utilized in order to cope with nonlinear expansion and contraction of time. The validity of the proposed method is verified by experiments.
  • Keywords
    dynamic programming; haptic interfaces; mobile robots; DP matching; bilateral control system; force information; human motion recognition; input pattern; position information; reference pattern; Control systems; Force; Haptic interfaces; Humans; Pattern matching; Robots; Haptics; bilateral control; dynamic programming; force sensation; master-slave robot system; motion recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Human System Interactions (HSI), 2011 4th International Conference on
  • Conference_Location
    Yokohama
  • ISSN
    2158-2246
  • Print_ISBN
    978-1-4244-9638-9
  • Type

    conf

  • DOI
    10.1109/HSI.2011.5937351
  • Filename
    5937351