• DocumentCode
    1727270
  • Title

    A multi-modal human machine interface for controlling an intelligent wheelchair using face movements

  • Author

    Wei, Lai ; Hu, Huosheng

  • Author_Institution
    Sch. of Comput. Sci. & Electron. Eng., Univ. of Essex, Colchester, UK
  • fYear
    2011
  • Firstpage
    2850
  • Lastpage
    2855
  • Abstract
    This paper introduces a novel face movement based human machine interface (HMI) that uses jaw clenching and eye closing movements to control an electric powered wheelchair (EPW). A multi-modality HMI derived from both facial EMG and face image information is developed and testified in comparison with a traditional joystick control in an indoor corridor environment. In the experiment, ten repetitive experiments are carried out in a navigation task by controlling an EPW using either face movement control or joystick control. Wheelchair trajectories and execution time during the task are recorded to evaluate the performance of the new face HMI.
  • Keywords
    electromyography; face recognition; handicapped aids; intelligent control; interactive devices; man-machine systems; medical image processing; medical robotics; mobile robots; user interfaces; wheelchairs; electric powered wheelchair; execution time recording; eye closing movement; face image information; face movement control; facial EMG; intelligent wheelchair control; jaw clenching; joystick control; multimodal human machine interface; navigation task; wheelchair trajectory recording; Electromyography; Face; Feature extraction; Humans; Training; Trajectory; Wheelchairs; EMG; HMI; Human machine interface; Intelligent Wheelchair; Multi-modality; eye close detection; face movement detection; jaw clenching;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Robotics and Biomimetics (ROBIO), 2011 IEEE International Conference on
  • Conference_Location
    Karon Beach, Phuket
  • Print_ISBN
    978-1-4577-2136-6
  • Type

    conf

  • DOI
    10.1109/ROBIO.2011.6181737
  • Filename
    6181737