• DocumentCode
    2461540
  • Title

    Collision Detection of 4-legged Robots Using Acceleration Sensors

  • Author

    Nakajima, Shigeyoshi ; Sugimoto, Kana ; Toriu, Takashi

  • Author_Institution
    Dept. of Phys. Electron. & Inf., Osaka City Univ., Osaka, Japan
  • fYear
    2009
  • fDate
    12-14 Sept. 2009
  • Firstpage
    170
  • Lastpage
    173
  • Abstract
    Collision detection is one of most important techniques in machine control. In RoboCup (robot project) 4-legged league, a collision causes an incorrect localization. Recently collision detection methods using joint data and methods using acceleration sensors were proposed. But they needed a lot of memories or often caused false recognition. We propose three methods to detect collision using frequency analysis data of acceleration sensors in low frequencies. Comparing with recent methods, our proposed methods have advantages in compactness of consuming memories and accuracy of collision detection.This methods can be applied to multimedia signal data other than acceleration sensor data.
  • Keywords
    acceleration measurement; collision avoidance; legged locomotion; machine control; sensors; 4-legged robots; acceleration sensors; collision detection methods; frequency analysis data; joint data; machine control; multimedia signal data; Acceleration; Data analysis; Discrete Fourier transforms; Frequency; Intelligent robots; Intelligent sensors; Nearest neighbor searches; Robot sensing systems; Signal processing; Support vector machines; DFT(discrete Fourier transform); PCA(principal component analysis); collision detection; frequency analysis; localization; robot;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Information Hiding and Multimedia Signal Processing, 2009. IIH-MSP '09. Fifth International Conference on
  • Conference_Location
    Kyoto
  • Print_ISBN
    978-1-4244-4717-6
  • Electronic_ISBN
    978-0-7695-3762-7
  • Type

    conf

  • DOI
    10.1109/IIH-MSP.2009.278
  • Filename
    5337331