Optimization of frequency dependent receive apodization

To improve the directivity of a receive beamformer, the scalar apodization weigths are replaced by filters. For a frequency dependent apodization without changing the delay scheme of the dynamic receive beamformer, symmetric FIR filters are used. Different image quality measures are investigated and discussed that allow to quantify the dynamic range (contrast) and detail resolution of an ultrasound system by evaluation of the 2D point spread function. For an automated optimization of the apodiza- tion filter transfer functions, the chosen image quality measures are continuous and sufficiently smooth so that a local search algo- rithm can find a global optimum. It is shown that apodization filters with a small number of taps are sufficient if an additional filter is added after the summation point. Compared to a conventional apodization, this approach offers a significant improvement in image quality and can be achieved with moderate hardware effort well suited for FPGA- based beamformer frontends.

[1]  Stephen J. Wright,et al.  Numerical Optimization , 2018, Fundamental Statistical Inference.

[2]  K. Steiglitz,et al.  Filter-length word-length tradeoffs in FIR digital filter design , 1980 .

[3]  David Corne,et al.  The Pareto archived evolution strategy: a new baseline algorithm for Pareto multiobjective optimisation , 1999, Proceedings of the 1999 Congress on Evolutionary Computation-CEC99 (Cat. No. 99TH8406).

[4]  Stephen J. Wright,et al.  Numerical Optimization (Springer Series in Operations Research and Financial Engineering) , 2000 .

[5]  H. Ermert,et al.  Optimized filters for dynamic RF echo blending in multiple focal zone imaging , 2004, IEEE Ultrasonics Symposium, 2004.

[6]  Jørgen Arendt Jensen,et al.  Spatial filters for focusing ultrasound images , 2001, 2001 IEEE Ultrasonics Symposium. Proceedings. An International Symposium (Cat. No.01CH37263).

[7]  H. Ermert,et al.  Optimization of apodizations based on the sidelobe pressure energy in simulated ultrasound fields , 2002, 2002 IEEE Ultrasonics Symposium, 2002. Proceedings..

[8]  R. Johnson,et al.  Contrast response analysis for medical ultrasound imaging , 1997, IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control.

[9]  P. J. 't Hoen Aperture apodization to reduce the off-axis intensity of the pulsed-mode directivity function of linear arrays , 1982 .

[10]  David Vilkomerson,et al.  Towards a resolution metric for medical ultrasonic imaging , 1995, 1995 IEEE Ultrasonics Symposium. Proceedings. An International Symposium.