• DocumentCode
    416989
  • Title

    3D position estimation of the motor unit from surface EMG signals

  • Author

    Matsuura, Taiki ; Maekawa, Satoshi ; Kotani, Manabu

  • Author_Institution
    Fac. of Eng., Kobe Univ., Japan
  • Volume
    2
  • fYear
    2003
  • fDate
    4-6 Aug. 2003
  • Firstpage
    1707
  • Abstract
    This paper deals with an estimation problem of three-dimensional position of a motor unit(MU). When a MU is active, it produces an electrical signal called motor unit action potentials. This phenomenon is expressed by Poisson equation. We propose a method to estimate the depolarization position of MUs from the surface electromyogram using a finite element method and a steepest descent method. The simulation result show good agreement between the estimated position and real position.
  • Keywords
    Poisson equation; deconvolution; electromyography; estimation theory; finite element analysis; inverse problems; 3D position estimation; Poisson equation; depolarization position estimation; finite element method; inverse problem; motor unit action potentials; steepest descent method; surface electromyogram;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    SICE 2003 Annual Conference
  • Conference_Location
    Fukui, Japan
  • Print_ISBN
    0-7803-8352-4
  • Type

    conf

  • Filename
    1324232