• DocumentCode
    716278
  • Title

    Novel pairwise coupled kinematic solution for algebraic angular acceleration estimation of serial link manipulators

  • Author

    Vihonen, Juho ; Honkakorpi, Janne ; Mattila, Jouni ; Visa, Ari

  • Author_Institution
    Dept. of Signal Process., Tampere Univ. of Technol., Tampere, Finland
  • fYear
    2015
  • fDate
    26-30 May 2015
  • Firstpage
    809
  • Lastpage
    814
  • Abstract
    We consider low-noise angular acceleration estimation for multi-axis robotic manipulators. The proposed model uses pairwise coupled inertial measurements across a section of the kinematic chain, which is reduced to a single rigid body. Experimental validation is built upon compact low-power micro-electro-mechanical (MEMS) components, installed on a full-scale heavy-duty mobile manipulator. While the model itself has a built-in mechanism for common-mode disturbance rejection, an adaptive transversal filter is devised for a further improvement. The results indicate a 40-80 fold suppression of high-frequency perturbations with respect to a baseline motion derivative, the discrete difference. As inertial sensors require no mechanical contact to rotating axes and the number of parameters is kept low, the model is easily applicable to motion control feedback of typical heavy-duty manipulators.
  • Keywords
    adaptive filters; algebra; manipulator kinematics; micromechanical devices; mobile robots; perturbation techniques; sensors; transversal filters; MEMS components; adaptive transversal filter; algebraic angular acceleration estimation; baseline motion derivative; common-mode disturbance rejection; compact low-power micro-electro-mechanical components; discrete difference; full-scale heavy-duty mobile manipulator; high-frequency perturbations; inertial sensors; kinematic chain; low-noise angular acceleration estimation; multi-axis robotic manipulators; pairwise coupled inertial measurements; serial link manipulators; Acceleration; Accelerometers; Angular velocity; Joints; Kinematics; Manipulators; Sensors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Robotics and Automation (ICRA), 2015 IEEE International Conference on
  • Conference_Location
    Seattle, WA
  • Type

    conf

  • DOI
    10.1109/ICRA.2015.7139271
  • Filename
    7139271