Title :
On velocity estimation using speckle decorrelation [blood]
Author :
Li, Pai-Chi ; Cheng, Chong-Jing ; Yeh, Chih-Kuang
Author_Institution :
Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan
fDate :
7/1/2001 12:00:00 AM
Abstract :
Quantitative estimation of blood velocity using Doppler techniques is fundamentally limited because only the axial component can be detected. Speckle decorrelation resulting from scatterer motion may be used to compute non-axial components and to obtain quantitative flow information. Based on both simulations and experimental results, it is shown that the decorrelation technique is feasible only for constant flows. If flow gradients are present, the correlation between two signals along the same line of observation may be significantly affected by the gradients. Therefore, the decorrelation method cannot be used for quantitative flow estimation if flow gradients are not accurately measured and effects on signal correlation are not fully compensated. Results in this paper show that accurate estimation of flow gradients is practically difficult. It is further shown that effects of signal-to-noise ratio (SNR) on the correlation must also be taken into account for quantitative flow analysis.
Keywords :
Doppler measurement; biomedical ultrasonics; blood flow measurement; decorrelation; noise; speckle; SNR; blood velocity; constant flows; flow gradients; nonaxial components; quantitative flow analysis; scatterer motion; signal-to-noise ratio; speckle decorrelation; velocity estimation; Acoustic scattering; Blood; Computational modeling; Correlation; Decorrelation; Distribution functions; Signal analysis; Speckle; Ultrasonic imaging; Velocity measurement; Biomedical Engineering; Blood Flow Velocity; Humans; Laser-Doppler Flowmetry; Models, Cardiovascular; Models, Theoretical; Scattering, Radiation;
Journal_Title :
Ultrasonics, Ferroelectrics, and Frequency Control, IEEE Transactions on