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Broadband minimum variance beamforming for ultrasound imaging

机译:超声成像的宽带最小方差波束形成

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A minimum variance (MV) approach for nearfield beamforming of broadband data is proposed. The approach is implemented in the frequency domain, and it provides a set of adapted, complex apodization weights for each frequency subband. The performance of the proposed MV beamformer is tested on simulated data obtained using Field II. The method is validated using synthetic aperture data and data obtained from a plane wave emission. Data for 13 point targets and a circular cyst with a radius of 5 mm are simulated. The performance of the MV beamformer is compared with delay-andsum (DS) using boxcar weights and Hanning weights and is quantified by the full width at half maximum (FWHM) and the peak-side-lobe level (PSL). Single emission {DS boxcar, DS Hanning, MV} provide a PSL of {-16, -36, -49} dB and a FWHM of {0.79, 1.33, 0.08} mm. Using all 128 emissions, {DS boxcar, DS Hanning, MV} provides a PSL of {-32, -49, -65} dB, and a FWHM of {0.63, 0.97, 0.08} mm. The contrast of the beamformed single emission responses of the circular cyst was calculated as {-18, -37, -40} dB. The simulations have shown that the frequency subband MV beamformer provides a significant increase in lateral resolution compared with DS, even when using considerably fewer emissions. An increase in resolution is seen when using only one single emission. Furthermore, the effect of steering vector errors is investigated. The steering vector errors are investigated by applying an error of the sound speed estimate to the ultrasound data. As the error increases, it is seen that the MV beamformer is not as robust compared with the DS beamformer with boxcar and Hanning weights. Nevertheless, it is noted that the DS does not outperform the MV beamformer. For errors of 2% and 4% of the correct value, the FWHM are {0.81, 1.25, 0.34} mm and {0.89, 1.44, 0.46} mm, respectively.
机译:提出了一种用于宽带数据近场波束形成的最小方差(MV)方法。该方法在频域中实现,并且为每个频率子带提供了一组适应的,复杂的切趾权重。在使用Field II获得的模拟数据上测试了建议的MV波束形成器的性能。使用合成孔径数据和从平面波发射获得的数据验证了该方法。模拟了13个点目标和半径为5 mm的圆形囊肿的数据。使用棚车权重和汉宁权重将MV波束形成器的性能与延迟和(DS)进行比较,并通过半峰全宽(FWHM)和峰旁瓣电平(PSL)进行量化。单发射{DS boxcar,DS Hanning,MV}提供{-16,-36,-49} dB的PSL和{0.79、1.33、0.08} mm的FWHM。 {DS boxcar,DS Hanning,MV}使用所有128种排放物,提供的PSL为{-32,-49,-65} dB,FWHM为{0.63、0.97、0.08} mm。圆形囊肿的波束成形单次发射响应的对比度计算为{-18,-37,-40} dB。仿真表明,与DS相比,即使使用更少的发射,频率子带MV波束形成器也可显着提高横向分辨率。仅使用一个发射时,分辨率会提高。此外,研究了转向矢量误差的影响。通过将声速估计的误差应用于超声数据来研究转向矢量误差。随着误差的增加,可以看出,与具有棚车和汉宁权重的DS波束形成器相比,MV波束形成器不那么健壮。尽管如此,要注意的是,DS的性能不超过MV波束形成器。对于正确值的2%和4%的误差,FWHM分别为{0.81,1.25,0.34} mm和{0.89,1.44,0.46} mm。

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