Title :
Time-delay estimation in ultrasound echo signals using individual sample tracking
Author :
Zahiri-Azar, Reza ; Salcudean, Septimiu E.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of British Columbia, Vancouver, BC
fDate :
12/1/2008 12:00:00 AM
Abstract :
The performance of many signal-processing applications in ultrasound medical imaging, including elastography, blood flow imaging, tissue velocity imaging, and acoustic radiation force impulse imaging, depends on the performance of their time-delay estimators. In this paper, we present a new time-delay estimator based on the tracking of individual samples using a continuous representation of the echo signal. We also present the use of the same interpolation approach to improve the performance of the zero-crossing tracking delay estimator. Simulation results show that sample tracking algorithms significantly outperform commonly used window-based algorithms in terms of bias and standard deviation. Sample tracking algorithms also have higher sensitivity and resolution compared with traditional delay estimators, including recently introduced spline-based continuous time-delay estimators, because they provide the displacement of individual samples. Experimental results demonstrating the viability of sample tracking delay estimation are also presented.
Keywords :
biomedical ultrasonics; signal processing; signal processing applications; spline-based continuous time-delay estimators; standard deviation; time-delay estimator; tracking algorithms; ultrasound echo signals; window-based algorithms; zero-crossing tracking delay estimator; Acoustic applications; Acoustic imaging; Biomedical acoustics; Biomedical imaging; Blood flow; Delay estimation; Interpolation; Signal resolution; Spline; Ultrasonic imaging; Algorithms; Computer Simulation; Models, Biological; Sensitivity and Specificity; Signal Processing, Computer-Assisted; Time Factors; Ultrasonography;
Journal_Title :
Ultrasonics, Ferroelectrics, and Frequency Control, IEEE Transactions on
DOI :
10.1109/TUFFC.2008.979