• DocumentCode
    471546
  • Title

    A Nonlinear System Model of Isometric Force

  • Author

    Stitt, Joseph P. ; Newell, Karl M.

  • Author_Institution
    Appl. Res. Lab., Pennsylvania State Univ., University Park, PA
  • fYear
    2006
  • fDate
    Aug. 30 2006-Sept. 3 2006
  • Firstpage
    1347
  • Lastpage
    1350
  • Abstract
    The analysis of isometric force may provide early detection of certain types of neuropathology such as Parkinson´s disease. Our long term goal is to determine if there are detectable differences between model parameters of healthy and unhealthy individuals. In this study we used system identification techniques to estimate the parameters of dynamic system models of the isometric force exerted by the index finger and focused on a single category of subjects, healthy young adults. The experiments involved subjects exerting isometric force over a range from 5% to 95% of maximal voluntary contraction. The coefficients of the differential equation models depended on the target force level. This finding suggests that a nonlinear dynamic system model provides the best fit for isometric force experiments
  • Keywords
    biomechanics; differential equations; diseases; medical computing; neurophysiology; nonlinear dynamical systems; parameter estimation; physiological models; Parkinson´s disease; differential equation models; index finger; isometric force analysis; maximal voluntary contraction; neuropathology; nonlinear dynamic system model; parameter estimation; system identification techniques; target force level; Brain modeling; Cities and towns; Differential equations; Fingers; Nonlinear systems; Parameter estimation; Parkinson´s disease; System identification; Transient response; USA Councils;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2006. EMBS '06. 28th Annual International Conference of the IEEE
  • Conference_Location
    New York, NY
  • ISSN
    1557-170X
  • Print_ISBN
    1-4244-0032-5
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/IEMBS.2006.259347
  • Filename
    4462010