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Estimating the blood velocity vector using aperture domain data

机译:使用孔径域数据估计血流速度向量

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摘要

Most conventional blood flow estimation methods measure only the axial component of the blood velocity vector. In this study, we developed a new method for two-dimensional (2-D) velocity vector estimation in which time shifts resulting from blood motion are calculated for the individual channels using aperture domain data. This allows the construction of a time-shift profile along the array direction as a function of channel index, which is approximated by a first-order polynomial whose zeroth-order and first-order terms can be used to determine the axial and lateral velocity components, respectively. The efficacy of the proposed method was verified by simulations and experiments in which the transducer array had 64 elements, an aperture size of 1.96 cm, and a center frequency of 5 MHz. The flow velocity ranged from 5 to 35 cm/s and the Doppler angle ranged from 0deg to 90deg. The experimental results show that the accuracy of axial velocity estimation is higher for the new method than for the autocorrelation-based conventional method when the signal-to-noise ratio is larger than 0 dB. The mean estimation error for the axial velocity component is 2.18% for the new method, compared to 4.51% for the conventional method. The mean estimation error for the lateral velocity component is 15%, which is comparable to existing methods
机译:大多数常规的血流估计方法仅测量血流速度矢量的轴向分量。在这项研究中,我们开发了一种二维(2-D)速度矢量估计的新方法,其中使用孔径域数据为各个通道计算了由血液运动引起的时移。这允许构造作为通道指数函数的沿阵列方向的时移轮廓,该位移可通过一阶多项式近似,该多项式的零阶和一阶项可用于确定轴向和横向速度分量, 分别。通过仿真和实验验证了该方法的有效性,其中换能器阵列具有64个元件,孔径为1.96 cm,中心频率为5 MHz。流速范围为5至35 cm / s,多普勒角度范围为0度至90度。实验结果表明,当信噪比大于0 dB时,新方法的轴向速度估计精度高于基于自相关的常规方法。新方法的轴向速度分量的平均估计误差为2.18%,而传统方法为4.51%。横向速度分量的平均估计误差为15%,与现有方法相当

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