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一种用于超声自适应波束形成的多波束协方差矩阵方法。

An approach to multibeam covariance matrices for adaptive beamforming in ultrasonography.

机构信息

Department of Informatics, University of Oslo, Oslo, Norway.

出版信息

IEEE Trans Ultrason Ferroelectr Freq Control. 2012 Jun;59(6):1139-48. doi: 10.1109/tuffc.2012.2304.

Abstract

Medical ultrasound imaging systems are often based on transmitting, and recording the backscatter from, a series of focused broadband beams with overlapping coverage areas. When applying adaptive beamforming, a separate array covariance matrix for each image sample is usually formed. The data used to estimate any one of these covariance matrices is often limited to the recorded backscatter from a single transmitted beam, or that of some adjacent beams through additional focusing at reception. We propose to form, for each radial distance, a single covariance matrix covering all of the beams. The covariance matrix is estimated by combining the array samples after a sequenced time delay and phase shift. The time delay is identical to that performed in conventional delay-and-sum beamforming. The performance of the proposed approach in conjunction with the Capon beamformer is studied on both simulated data of scenes consisting of point targets and recorded ultrasound phantom data from a specially adapted commercial scanner. The results show that the proposed approach is more capable of resolving point targets and gives better defined cyst-like structures in speckle images compared with the conventional delay-and-sum approach. Furthermore, it shows both an increased robustness to noise and an increased ability to resolve point-like targets compared with the more traditional per-beam Capon beamformer.

摘要

医学超声成象系统通常基于发射和记录一系列具有重叠覆盖区域的聚焦宽带波束的反向散射。在应用自适应波束形成时,通常为每个图像样本形成单独的阵列协方差矩阵。用于估计这些协方差矩阵中任何一个的的数据通常仅限于从单个发射波束或通过附加聚焦从一些相邻波束记录的回波。我们建议为每个径向距离形成一个覆盖所有波束的单个协方差矩阵。协方差矩阵通过对经过序列时间延迟和相位偏移的阵列样本进行组合来估计。时间延迟与传统的延迟求和波束形成相同。该方法与 Capon 波束形成器的结合在由点目标组成的模拟数据和专门适应的商用扫描仪的记录超声体模数据上进行了研究。结果表明,与传统的延迟求和方法相比,该方法更能分辨点目标,并在散斑图像中给出更清晰的囊状结构。此外,与更传统的逐波束 Capon 波束形成器相比,它显示出对噪声的更强鲁棒性和对点状目标的更高分辨能力。

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