DocumentCode :
3396908
Title :
Time/frequency analysis of respiratory mechanics via amplitude modulation of multiple carriers
Author :
Bates, Jason H T
Author_Institution :
Dept. of Biomed. Eng., McGill Univ., Montreal, Que., Canada
Volume :
2
fYear :
1995
fDate :
20-23 Sep 1995
Firstpage :
1071
Abstract :
Time/frequency analysis of nonstationary linear dynamic systems is usually performed using the short-time fast Fourier transform or the wavelet transform. An alternative approach is presented here in which the system to be identified is excited with a superposition of distinct sinusoids, each of which is amplitude-modulated in the output by the time-varying system dynamics. Each component is then filtered out and demodulated separately by application of a recursive time-domain model. The method is applied to the analysis of changing respiratory system impedance simulated by a two-compartment model of the lungs
Keywords :
amplitude modulation; medical signal processing; physiological models; pneumodynamics; time-frequency analysis; distinct sinusoids superposition; multiple carriers; nonstationary linear dynamic systems; recursive time-domain model; respiratory mechanics; respiratory system impedance; time/frequency analysis; two-compartment lung model; Analytical models; Fast Fourier transforms; Frequency; Impedance; Performance analysis; Respiratory system; Time domain analysis; Time varying systems; Wavelet analysis; Wavelet transforms;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 1995., IEEE 17th Annual Conference
Conference_Location :
Montreal, Que.
Print_ISBN :
0-7803-2475-7
Type :
conf
DOI :
10.1109/IEMBS.1995.579492
Filename :
579492
Link To Document :
بازگشت