• DocumentCode
    529529
  • Title

    Design and implementation of interaction system between Humanoid robot and human hand gesture

  • Author

    Kao, Min-Chi ; Li, Tzuu-Hseng S.

  • Author_Institution
    Dept. of Elec. Eng., Nat. Cheng Kung Univ., Tainan, Taiwan
  • fYear
    2010
  • fDate
    18-21 Aug. 2010
  • Firstpage
    1616
  • Lastpage
    1621
  • Abstract
    This paper explores how to interact with the Humanoid robot using the user defined hand gesture. First, the hardware architecture and the circuit design are described, and we explain how to design human-computer interface, and to regulate and set the motion of humanoid robot. And then the planning motion sequences are stored in the motion database. Second, the Inertial Measurement Unit (IMU) 6-DOF sensor worn on the wrist of human being is introduced. The sensor can communicate with computer through Bluetooth, and send back the data of Pitch, Roll, Yaw, and tilt angle of the three axes. Then we can interpret the meaning of hand gestures through the recognition algorithm implemented in the computer. The recognition result will be sent to the humanoid robot to do the corresponding movements. In this paper, we filter the signal by adaptive median filter firstly and then extract the features of the dynamic hand gesture by the frame method which is often used in speech. And then we implement the Longest Common Subsequence (LCS) algorithm of dynamic programming to recognize the dynamic hand gesture. Finally, all the experiments verify the performance and the feasibility of the proposed system.
  • Keywords
    adaptive filters; dynamic programming; feature extraction; gesture recognition; human computer interaction; humanoid robots; median filters; motion estimation; adaptive median filter; dynamic programming; feature extraction; human hand gesture; human-computer interface; humanoid robot; inertial measurement unit; interaction system; longest common subsequence algorithm; planning motion sequences; recognition algorithm; Adaptive filters; Filtering algorithms; Human computer interaction; Humanoid robots; Humans; Robot sensing systems; adaptive median filter; dynamic hand gesture; frame method; human computer interface; longest common subsequence;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    SICE Annual Conference 2010, Proceedings of
  • Conference_Location
    Taipei
  • Print_ISBN
    978-1-4244-7642-8
  • Type

    conf

  • Filename
    5602851