DocumentCode :
3068706
Title :
A novel approach for Doppler blood flow measurement
Author :
McNamara, D.M. ; Goli, A. ; Ziarani, A.K.
Author_Institution :
Department of Electrical and Computer Engineering, Clarkson University, Potsdam, NY, 13676 USA
fYear :
2008
fDate :
20-25 Aug. 2008
Firstpage :
1883
Lastpage :
1885
Abstract :
A new approach to frequency estimation for the velocity estimation in Doppler ultrasound blood flow analysis is presented. The basis of the approach is an adaptive sinusoid-tracking algorithm which is effective in extracting nonstationary signals from within noise and estimating their time-varying parameters, such as the frequency, over time. The preliminary studies conducted using simulated signals show the potential of this approach in estimating Doppler frequency shifts under noisy conditions. A qualitative comparison with the short-time Fourier transform (STFT) is presented to show the advantages of the proposed technique over the STFT. The proposed approach offers advantages over conventional time-frequency analysis techniques in terms of high time-frequency resolution and high noise immunity.
Keywords :
Acoustic noise; Blood flow; Discrete Fourier transforms; Fluid flow measurement; Frequency estimation; Parameter estimation; Ultrasonic imaging; Ultrasonic transducers; Ultrasonic variables measurement; Velocity measurement; Algorithms; Biomedical Engineering; Blood Flow Velocity; Fourier Analysis; Humans; Signal Processing, Computer-Assisted; Ultrasonography, Doppler;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2008. EMBS 2008. 30th Annual International Conference of the IEEE
Conference_Location :
Vancouver, BC
ISSN :
1557-170X
Print_ISBN :
978-1-4244-1814-5
Electronic_ISBN :
1557-170X
Type :
conf
DOI :
10.1109/IEMBS.2008.4649553
Filename :
4649553
Link To Document :
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