Title :
Mean frequency estimation of narrowband signals and its application to Doppler ultrasound blood velocity waveform estimation
Author :
Fernando, Kumari L. ; Mathews, V.John ; Clark, Edward B.
Author_Institution :
Dept of Electrical and Computer Engineering, University of Utah, Salt Lake City, 84112, USA
Abstract :
Many applications involving Doppler signals require the accurate estimation of the power-weighted mean frequency over short durations of the signal due to it´s nonstationarity. This paper presents a novel algorithm for estimating mean frequencies using the eigenstructure of the covariance matrix of the Doppler data. Experimental results indicate that this method is superior to the competing non-parametric methods.
Keywords :
Covariance matrix; Doppler effect; Estimation; Frequency conversion; Frequency estimation;
Conference_Titel :
Acoustics, Speech, and Signal Processing (ICASSP), 2002 IEEE International Conference on
Conference_Location :
Orlando, FL, USA
Print_ISBN :
0-7803-7402-9
DOI :
10.1109/ICASSP.2002.5744045