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Forward-backward generalized sidelobe canceler beamforming applied to medical ultrasound imaging

机译:前后广义广义旁瓣抵消器波束成形在医学超声成像中的应用

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摘要

For adaptive ultrasound imaging, accurate estimation of the covariance matrix is of great importance, and it has a fundamental influence on the performance of the adaptive beamformer. In this paper, a new forward-backward generalized sidelobe canceler (FBGSC) approach is proposed for medical ultrasound imaging, which uses forward and backward subaperture averaging to accurate estimate the covariance matrix. And resulted from accurate estimating of covariance matrix, FBGSC can achieve better lateral resolution and contrast without preprocessing algorithms. Field II is applied to obtain the simulated echo data of scattering points and a circular cyst. Beamforming responses of scattering points show that FBGSC can improve the lateral resolution by 55.7% and 66.6% compared with synthetic aperture (SA) and delay-and-sum (DS), respectively. Similarly, the simulated results of circular cyst show that FBGSC can obtain better beamforming responses than traditional adaptive beamformers. Finally, an experiment is conducted based on the real echo data of a medical ultrasound system. Results demonstrate that the FBGSC can improve the imaging quality of medical ultrasound imaging system, with lower computational demand and higher reliability.
机译:对于自适应超声成像,协方差矩阵的准确估计非常重要,它对自适应波束形成器的性能具有根本影响。本文提出了一种用于医学超声成像的新的前向-后向广义旁瓣抵消器(FBGSC)方法,该方法使用前向和后向子孔径平均来准确估计协方差矩阵。由于对协方差矩阵进行了精确估计,因此FBGSC无需预处理算法即可实现更好的横向分辨率和对比度。场II用于获得散射点和圆形囊肿的模拟回波数据。散射点的波束成形响应表明,与合成孔径(SA)和时延和(DS)相比,FBGSC可以将横向分辨率分别提高55.7%和66.6%。同样,圆形囊肿的模拟结果表明,FBGSC比传统的自适应波束形成器可以获得更好的波束形成响应。最后,基于医学超声系统的真实回波数据进行了实验。结果表明,FBGSC可以提高医学超声成像系统的成像质量,具有较低的计算需求和较高的可靠性。

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