Title :
Optimal apodization design for medical ultrasound using constrained least squares part I: theory
Author :
Guenther, Drake A. ; Walker, William F.
Author_Institution :
Dept. of Biomed. Eng., Virginia Univ., Charlottesville, VA
fDate :
2/1/2007 12:00:00 AM
Abstract :
Aperture weighting functions are critical design parameters in the development of ultrasound systems because beam characteristics affect the contrast and point resolution of the final output image. In previous work by our group, we developed a metric that quantifies a broadband imaging system´s contrast resolution performance. We now use this metric to formulate a novel general ultrasound beamformer design method. In our algorithm, we use constrained least squares (CLS) techniques and a linear algebra formulation to describe the system point spread function (PSF) as a function of the aperture weightings. In one approach, we minimize the energy of the PSF outside a certain boundary and impose a linear constraint on the aperture weights. In a second approach, we minimize the energy of the PSF outside a certain boundary while imposing a quadratic constraint on the energy of the PSF inside the boundary. We present detailed analysis for an arbitrary ultrasound imaging system and discuss several possible applications of the CLS techniques, such as designing aperture weightings to maximize contrast resolution and improve the system depth of field
Keywords :
biomedical ultrasonics; least squares approximations; linear algebra; optical transfer function; aperture weighting functions; constrained least squares; contrast resolution; depth-of-field; linear algebra; medical ultrasound; optimal apodization design; point spread function; quadratic constraint; Apertures; Biomedical imaging; Constraint theory; Design methodology; Energy resolution; Image analysis; Image resolution; Least squares methods; Linear algebra; Ultrasonic imaging; Algorithms; Computer Simulation; Computer-Aided Design; Equipment Design; Equipment Failure Analysis; Image Enhancement; Image Interpretation, Computer-Assisted; Least-Squares Analysis; Models, Biological; Quality Control; Reproducibility of Results; Sensitivity and Specificity; Ultrasonography;
Journal_Title :
Ultrasonics, Ferroelectrics, and Frequency Control, IEEE Transactions on
DOI :
10.1109/TUFFC.2007.247