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首页> 外文期刊>IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control >Clutter rejection filters in color flow imaging: a theoretical approach
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Clutter rejection filters in color flow imaging: a theoretical approach

机译:彩色流成像中的杂波抑制滤波器:一种理论方法

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摘要

A general class of linear clutter rejection filters is described, covering the commonly used filter types including FIR/IIR filters with linear initialization, as well as regression filters, where the clutter component is estimated by least square curve fitting. The filter can be described by a complex valued matrix, and a frequency response is defined. However, in contrast to a time invariant filter, the general linear filter may create frequency components which are not present in the input signal. This produces bias in the velocity and velocity spread estimates. It is shown that the clutter filter effect on the autocorrelation estimates can be described by a frequency domain transfer function, but unlike time invariant filters, the transfer function is different for each temporal lag of the autocorrelation function. Using a two dimensional (axial and temporal dimension) model of the received signal, the bias in velocity and velocity spread is quantified, both for the autocorrelation algorithm and the time shift cross-correlation estimator. Theoretical expressions, as well as numerical examples are given.
机译:描述了一般类别的线性杂波抑制滤波器,涵盖了常用的滤波器类型,包括具有线性初始化的FIR / IIR滤波器以及回归滤波器,其中的杂波分量是通过最小二乘曲线拟合来估计的。可以用复数值矩阵描述滤波器,并定义频率响应。但是,与时不变滤波器相反,通用线性滤波器可能会产生输入信号中不存在的频率分量。这会在速度和速度扩展估计中产生偏差。结果表明,杂波滤波器对自相关估计的影响可以通过频域传递函数来描述,但是与时不变滤波器不同,传递函数对于自相关函数的每个时间滞后都是不同的。使用接收信号的二维(轴向和时间维)模型,可以为自相关算法和时移互相关估计器量化速度和速度扩展的偏差。给出了理论表达式以及数值示例。

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