Title :
Estimation of respiratory impedance at low frequencies during spontaneous breathing using the forced oscillation technique
Author :
Maes, Hannes ; Vandersteen, Gerd ; Ionescu, Clara
Author_Institution :
Dept. ELEC, Vrije Univ. Brussel, Brussels, Belgium
Abstract :
The forced oscillation technique (FOT) is a non-invasive method to measure the respiratory impedance Z, defined as the complex ratio of transrespiratory pressure P to the airflow at the airway opening Q as a function of frequency. FOT determines Z by superimposing small amplitude pressure oscillations on the normal breathing and measuring the resulting air flow. In this work a new approach for the analysis of the respiratory impedance Z at low frequencies (0.1-5 Hz) during spontaneous breathing is presented. When the respiratory impedance is measured in frequency ranges that overlap with the frequency of spontaneous breathing (0.1-1 Hz), the measured air flow will contain both the breathing of the patient and the response of the respiratory impedance to the pressure oscillations. A nonlinear estimator is developed which is able to separate the breathing signal from the respiratory response in order to obtain the respiratory impedance. The estimated results are used to obtain accurate estimates of airway and tissue components of a constant phase model.
Keywords :
biomedical measurement; flow measurement; flow simulation; fluid oscillations; medical signal processing; nonlinear estimation; physiological models; pneumodynamics; source separation; air flow measurement; airway estimation accuracy; airway opening; breathing signal separation; complex transrespiratory pressure-airflow ratio; constant phase model; forced oscillation technique; frequency dependence; frequency ranges; low frequency condition; noninvasive FOT method; nonlinear estimator; normal breathing; patient breathing; pressure oscillation response; respiratory impedance analysis; respiratory impedance estimation; respiratory impedance measurement; respiratory impedance response; respiratory response separation; small amplitude pressure oscillation superimposition; spontaneous breathing frequency; tissue component estimation accuracy; Admittance; Atmospheric modeling; Estimation; Frequency measurement; Impedance; Impedance measurement; Oscillators;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
DOI :
10.1109/EMBC.2014.6944355