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Vector velocity estimation in swept-scan mode using a k-space approach

机译:矢量速度估计在扫描模式下使用k空间方法

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The swept scan technique has been employed in high frequency ultrasonic imaging with a mechanically scanned single element transducer. It improves the scanning speed over the discrete scan technique. Although the technique has been widely adopted, effects of continuous scanning on accuracy of blood flow estimation have not been studied. In this paper, we use the 2-D spatial spectrum (i.e., k-space) to describe such effects on both axial and lateral velocity estimations. The proposed k-space modeling on 2-D motion exhibits the following characteristics. Spatial spectrum of an axially moving object is the shifted version of that of a stationary object. The shifted amount is directly related to the axial velocity and increases as the axial spatial frequency increases. The lateral spatial spectrum bandwidth is proportional to the relative lateral motion between the transducer and the object. Based on these properties, an algorithm for 2-D vector velocity estimation is proposed. Both simulations and flow phantom experiments were conducted. A 45- MHz transducer was used and the transducer was scanned at 20 mm/s. The Doppler angles ranged from 29 ° to 90 ° and the flow velocity was between 15 and 30 mm/s. Results show that the proposed k-space velocity estimator had an average angle estimation error of 2.6° and standard deviations from 2.2° to 8.2°. When the swept scan effects were ignored, the average angle estimation error was 14.2° and standard deviations from 1.4° to 3°. Thus, benefits of the proposed k-space vector velocity estimator in high frequency ultrasonic imaging were clearly demonstrated.
机译:扫描扫描技术已采用具有机械扫描的单元素换能器的高频超声成像。它通过离散扫描技术提高了扫描速度。虽然该技术已被广泛采用,但尚未研究连续扫描对血流估计准确性的影响。在本文中,我们使用2-D空间谱(即,k空间)来描述对轴向和横向速度估计的效果。在2-D运动上提出的k空间建模表现出以下特征。轴向移动物体的空间谱是静止物体的移动版本。换档量与轴向速度直接相关,随着轴向空间频率的增加而增加。横向空间谱带宽与换能器和物体之间的相对横向运动成比例。基于这些特性,提出了一种用于2-D向量速度估计的算法。进行模拟和流动幻影实验。使用45MHz换能器,将换能器以20mm / s扫描。多普勒角范围为29°至90°,并且流速在15至30mm / s之间。结果表明,所提出的K空间速度估计器的平均角度估计误差为2.6°,标准偏差为2.2°至8.2°。忽略扫描扫描效果时,平均角度估计误差为14.2°,标准偏差为1.4°至3°。因此,清楚地证明了高频超声成像中所提出的K空间矢量速度估计器的益处。

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