Title :
Optimal apodization design for medical ultrasound using constrained least squares part II simulation results
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 :
For Part I see ibid., vol. 54, p. 332-342 (2007). In the first part of this work, we introduced a novel general ultrasound apodization design method using constrained least squares (CLS). The technique allows for the design of system spatial impulse responses with narrow mainlobes and low sidelobes. In the linear constrained least squares (LCLS) formulation, the energy of the point spread function (PSF) outside a certain mainlobe boundary was minimized while maintaining a peak gain at the focus. In the quadratic constrained least squares (QCLS) formulation, the energy of the PSF outside a certain boundary was minimized, and the energy of the PSF inside the boundary was held constant. In this paper, we present simulation results that demonstrate the application of the CLS methods to obtain optimal system responses. We investigate the stability of the CLS apodization design methods with respect to errors in the assumed wave propagation speed. We also present simulation results that implement the CLS design techniques to improve cystic resolution. According to novel performance metrics, our apodization profiles improve cystic resolution by 3 dB to 10 dB over conventional apodizations such as the Hat, Hamming, and Nuttall windows. We also show results using the CLS techniques to improve conventional depth of field (DOF)
Keywords :
biomedical ultrasonics; least squares approximations; optical transfer function; depth-of-field; linear constrained least squares; low sidelobes; medical ultrasound; narrow mainlobes; optimal apodization design; point spread function; quadratic constrained least squares; system spatial impulse responses; wave propagation speed; Apertures; Design methodology; Least squares methods; Linear algebra; Measurement; Medical simulation; Quantum cascade lasers; Stability; Ultrasonic imaging; Vectors; 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.2007.248