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Online Algorithm for Velocity Estimation in Ultrasonic Doppler Measurement

机译:超声波多普勒测量中速度估计的在线算法

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Ultrasonic Doppler technique is widely used for velocity estimation in medical electronic systems. This technique is signal-processing intensive with an increasing requirement on accuracy, real time and stability. The clutter caused by human tissues contains little information about blood flow velocity. Since conventional algorithms are based on an idealized signal model where the residual clutter is not fully considered, high-performance filters are required for clutter rejection in ultrasonic Doppler measurement. This paper focuses on how to extract the velocity information from ultrasonic echo signals without extra filters. We presented an online algorithm that identified the clutter as unknown parameters instead of filtering. The algorithm does not rely on the performance of extra clutter filters. Simulation results show that this algorithm is simpler and more stable than conventional correlation algorithms.
机译:超声波多普勒技术广泛用于医用电子系统中的速度估计。该技术是信号处理密集型,越来越高的准确性,实时和稳定性。人类组织引起的杂波包含有关血流速度的很少信息。由于常规算法基于未充分考虑剩余杂波的理想信号模型,因此在超声波多普勒测量中杂波抑制需要高性能过滤器。本文重点介绍如何在没有额外的过滤器的情况下从超声波信号发信号中提取速度信息。我们提出了一个在线算法,将杂波识别为未知参数而不是过滤。该算法不依赖于额外杂波滤波器的性能。仿真结果表明,该算法比传统的相关算法更简单,更稳定。

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