• DocumentCode
    2948335
  • Title

    An integrative model of the surface EMG in pathological tremor

  • Author

    Dideriksen, Jakob L. ; Farina, Dario

  • Author_Institution
    Dept. of Health Sci. & Technol., Aalborg Univ., Aalborg, Denmark
  • fYear
    2010
  • fDate
    Aug. 31 2010-Sept. 4 2010
  • Firstpage
    6083
  • Lastpage
    6086
  • Abstract
    A novel integrative model for simulating the surface EMG signal during pathological tremor is presented. The model combines neuromuscular elements, biomechanical descriptions, and surface EMG generation. First single motor unit spike trains are generated based on the sum of the simulated descending drive, afferent input and an oscillatory noise causing tremor. Based on this activity pattern, the muscle force is estimated, from which the limb movement is derived. The surface EMG is simulated as the sum of the surface action potentials generated by the active motor units. The model was able to simulate several features of tremor that have been previously observed experimentally, including the spectral characteristics of the surface EMG during tremor and the pattern of activity of single motor units.
  • Keywords
    biomechanics; electromyography; medical signal processing; neurophysiology; noise; physiological models; afferent input noise; biomechanical descriptions; integrative model; limb movement; muscle force; neuromuscular elements; oscillatory noise; pathological tremor; single motor unit spike trains; surface EMG; surface action potentials; Biological system modeling; Discharges; Electromyography; Force; Mathematical model; Muscles; Neurons; Electromyography; Humans; Models, Neurological; Surface Properties; Synapses; Tremor;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
  • Conference_Location
    Buenos Aires
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4123-5
  • Type

    conf

  • DOI
    10.1109/IEMBS.2010.5627630
  • Filename
    5627630