• DocumentCode
    2754052
  • Title

    Time domain validation of a fractional order model for human respiratory system

  • Author

    Ionescu, Clara Mihaela ; De Keyser, Robin

  • Author_Institution
    Dept. of Electr. Energy, Syst. & Autom., Ghent Univ., Ghent
  • fYear
    2008
  • fDate
    5-7 May 2008
  • Firstpage
    89
  • Lastpage
    95
  • Abstract
    This contribution presents a validation in time domain of a non-integer-order parametric model of the input respiratory impedance. Non-invasive measurements of the air-flow and air-pressure from both healthy and pathologic subject groups are performed and complex impedance by means of its real and imaginary parts is estimated between 4-48 Hz using nonparametric techniques (spectral analysis). Further on, nonlinear identification provides the fractional-order model parameters and a frequency-band non-integer differentiator synthesis procedure is employed to approximate a higher integer order transfer function. This then allows a time-domain simulation and validation to measured signals from subjects at the 5 Hz frequency of a ventilatory assisting device. The final aim of the investigation is to compare classical integer-order control with fractional order control techniques in a ventilatory assisting device.
  • Keywords
    biomedical engineering; medical signal processing; nonparametric statistics; spectral analysis; biomedical engineering; biomedical signal analysis; classical integer-order control; fractional order model; frequency-band noninteger differentiator synthesis procedure; healthy subject groups; human respiratory system; input respiratory impedance; noninteger-order parametric model; noninvasive measurements; pathologic subject groups; spectral analysis; time domain validation; ventilatory assisting device; Frequency synthesizers; Humans; Impedance measurement; Parametric statistics; Performance evaluation; Respiratory system; Signal synthesis; Spectral analysis; Time domain analysis; Transfer functions; biomedical engineering; biomedical signal analysis; impedance; medical diagnosis; modeling; parameter estimation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrotechnical Conference, 2008. MELECON 2008. The 14th IEEE Mediterranean
  • Conference_Location
    Ajaccio
  • Print_ISBN
    978-1-4244-1632-5
  • Electronic_ISBN
    978-1-4244-1633-2
  • Type

    conf

  • DOI
    10.1109/MELCON.2008.4618416
  • Filename
    4618416