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
         
        
        
        
        
        
            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;
         
        
        
        
            Conference_Titel : 
Engineering in Medicine and Biology Society, 1995., IEEE 17th Annual Conference
         
        
            Conference_Location : 
Montreal, Que.
         
        
            Print_ISBN : 
0-7803-2475-7
         
        
        
            DOI : 
10.1109/IEMBS.1995.579492