• DocumentCode
    1784186
  • Title

    Geometry-aided low-noise angular velocity sensing of rigid-body manipulator using MEMS rate gyros and linear accelerometers

  • Author

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

  • Author_Institution
    Dept. of Signal Process., Tampere Univ. of Technol., Tampere, Finland
  • fYear
    2014
  • fDate
    8-11 July 2014
  • Firstpage
    570
  • Lastpage
    575
  • Abstract
    We consider low-noise angular velocity estimation for serial link manipulators using inertial readings from rate gyros and linear accelerometers. The research is founded on microelectromechanical systems (MEMS) components, which offer an attractive alternative to many traditional angular sensors due to their low cost, low power requirements, small size, and straightforward “strap-down” installation. By using a multi-MEMS configuration, an algebraic estimate of angular acceleration, where low- and high frequency perturbations are mostly proportional to the physical distances of linear accelerometers, is fused with rate gyro readings with the well-known principles of complementary and Kalman filtering. Experiments on a robotic three-link planar arm rig and a hydraulic heavy-duty manipulator demonstrate the feasibility of our practically lag-free novel approach.
  • Keywords
    Kalman filters; accelerometers; angular velocity measurement; gyroscopes; manipulators; microsensors; Kalman filtering; MEMS rate gyros; algebraic estimate; angular acceleration; angular sensors; geometry-aided low-noise angular velocity sensing; high frequency perturbations; hydraulic heavy-duty manipulator; lag-free novel approach; linear accelerometers; low-frequency perturbations; low-noise angular velocity estimation; microelectromechanical systems; multiMEMS configuration; rigid-body manipulator; robotic three-link planar arm rig; serial link manipulators; Acceleration; Accelerometers; Angular velocity; Joints; Manipulators; Micromechanical devices; Sensors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Intelligent Mechatronics (AIM), 2014 IEEE/ASME International Conference on
  • Conference_Location
    Besacon
  • Type

    conf

  • DOI
    10.1109/AIM.2014.6878139
  • Filename
    6878139