Title :
Use of ventilator driven forced oscillations for characterizing human respiratory mechanics at low frequencies
Author :
Kaczka, D.W. ; Yang, K. ; Barnas, G.M. ; Lutchen, K.R.
Abstract :
Frequency domain and offline and online time domain techniques are compared to estimate respiratory mechanical properties using standard ventilator waveforms at low frequencies. Both methods are shown to yield consistent parameter estimates for a simple series RC model and pure sine wave input. However, they could not accurately predict frequency dependence of respiratory resistance from 0 to 1 Hz when using a step flow waveform. This behavior is traced to signal-to-noise limitations and nonlinearities
Keywords :
pneumodynamics; 0 to 1 Hz; frequency dependence; human respiratory mechanics characterization; nonlinearities; pure sine wave input; respiratory resistance; series RC model; signal-to-noise limitations; step flow waveform; time domain techniques; ventilator driven forced oscillations; Elasticity; Electrical resistance measurement; Frequency dependence; Frequency domain analysis; Frequency estimation; Humans; Immune system; Least squares approximation; Mechanical factors; Viscosity;
Conference_Titel :
Bioengineering Conference, 1991., Proceedings of the 1991 IEEE Seventeenth Annual Northeast
Conference_Location :
Hartford, CT
Print_ISBN :
0-7803-0030-0
DOI :
10.1109/NEBC.1991.154586