• DocumentCode
    3188219
  • Title

    An improved human-robot interface by measurement of muscle stiffness

  • Author

    Gallagher, William ; McPherson, Timothy ; Huggins, James ; Shinohara, Minoru ; Gao, Dalong ; Menassa, Roland ; Ueda, Jun

  • fYear
    2012
  • fDate
    24-27 June 2012
  • Firstpage
    177
  • Lastpage
    182
  • Abstract
    Human contact with haptic devices introduces instabilities due to human operators´ attemps to stiffen their arm to stabilize the system. Controllers often cannot measure arm stiffness and do not typically account for this. A method to effectively adjust the controller of a robotic force assist device to compensate for changes in operator arm stiffness was established. It was expected to achieve reduced oscillations and increased performance than one with fixed gains. The results could be used to design human-robot interfaces for force assisting devices. The compensating system used EMG signals to measure muscle activity, then estimated the stiffness of the human´s arm. This was used to adjust the parameters of a haptic device´s impedance controller based on a threshold. The system was then implemented on a small haptic device to study the effects with a human subjects. EMG signals were experimentally validated as an effective prediction of the stiffness of an operator´s arm. The system was assessed in terms of performance and was found to provide improved stability and demonstrated the potential for increased performance.
  • Keywords
    electromyography; haptic interfaces; human-robot interaction; medical robotics; EMG signals; compensating system; controllers; force assisting devices; haptic device impedance controller; haptic devices; human contact; human operator attempts; human-robot interface design; muscle activity measurement; muscle stiffness measurement; operator arm stiffness; reduced oscillations; robotic force assist device; system stability; Electromyography; Force; Haptic interfaces; Humans; Muscles; Oscillators; Stability analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Robotics and Biomechatronics (BioRob), 2012 4th IEEE RAS & EMBS International Conference on
  • Conference_Location
    Rome
  • ISSN
    2155-1774
  • Print_ISBN
    978-1-4577-1199-2
  • Type

    conf

  • DOI
    10.1109/BioRob.2012.6290814
  • Filename
    6290814