• DocumentCode
    2374675
  • Title

    Filtering of intended motion for real-time tremor compensation in human upper limb using surface electromyography

  • Author

    Widjaja, Ferdinan ; Shee, Cheng Yap ; Poignet, Philippe ; Ang, Wei Tech

  • Author_Institution
    Biorobotics Group, Nanyang Technol. Univ., Singapore, Singapore
  • fYear
    2009
  • fDate
    3-6 Sept. 2009
  • Firstpage
    2996
  • Lastpage
    2999
  • Abstract
    The recorded motion from (pathological) tremor patient may consist of the involuntary tremulous component and the intended motion. These two components have to be separated so that the actuation part will be able to suppress only the tremor. This paper proposes an algorithm to remove the intended motion by using an extended Kalman filter with the help of adaptive high-pass filter. The effectiveness of the algorithm is also shown in the presence of stimulation artifacts. It is part of the active pathological tremor compensation project for human upper limb.
  • Keywords
    Kalman filters; adaptive filters; biomechanics; diseases; electromyography; filtering theory; high-pass filters; medical signal processing; vibrations; adaptive high-pass filter; extended Kalman filter; human upper limb; intended motion filtering; involuntary tremulous component; pathological tremor; real-time tremor compensation; stimulation artifacts; surface electromyography; Algorithms; Artifacts; Biomedical Engineering; Computer Simulation; Electromyography; Forearm; Fuzzy Logic; Humans; Models, Statistical; Movement; Muscle Fatigue; Time Factors; Tremor; Upper Extremity; User-Computer Interface;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE
  • Conference_Location
    Minneapolis, MN
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-3296-7
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/IEMBS.2009.5332523
  • Filename
    5332523