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首页> 外文期刊>Ultrasonics >An efficient subarray average delay multiply and sum beamformer algorithm in ultrasound imaging
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An efficient subarray average delay multiply and sum beamformer algorithm in ultrasound imaging

机译:超声成像中有效的子阵列平均延迟乘法乘法和SUM型波束形成算法

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摘要

Beamformer plays an important role in medical ultrasound imaging systems. The delay multiply and sum (DMAS) beamformer achieves better performance in contrast and resolution compared with the delay and sum (DAS) beamformer, but suffers from higher computational complexity and partial energy loss. The higher computational complexity mainly arises from the multiply and geometric average operation, which needs (N-2 - N)/2 computations at every point, where N denotes the number of array elements. The partial energy loss, mainly due to the autocorrelation component of the echo signals, has been neglected in the DMAS beamformer. In this paper, we propose a subarray average delay multiply and sum (SADMAS) beamformer which is combined with subarray average technique of covariance matrix and DMAS beamformer. This will lower the computational complexity, while keeping the side lobe suppressing property of DMAS. The main idea of the proposed method is adding autocorrelation component of the echo signals to DMAS, and converting the expression in covariance matrix form. The subarray average technique is used to estimate the covariance matrix of the echo signals. The field II simulation of point targets and cyst phantoms was used to prove the performance of the proposed method. An RF data experiment was applied to support the feasibility and validity of our method. The simulation and experimental results show that our method has a lower computational complexity as O(9/2L(2)), where L denotes the sub-array size, and has equivalent performance like the MV and DMAS beamformer. (C) 2017 Elsevier B.V. All rights reserved.
机译:波束形成器在医疗超声成像系统中起着重要作用。延迟乘法和总和(DMA)波束形成器与延迟和总和(DAS)波束形成器相比,实现了更好的性能和分辨率,但是遭受更高的计算复杂性和部分能量损失。较高的计算复杂性主要是由乘法和几何平均操作产生的,在每个点处需要(n-2 - n)/ 2计算,其中n表示数组元素的数量。部分能量损失主要是由于回波信号的自相关分量,在DMAS波束形成器中被忽略了。在本文中,我们提出了一种子阵列平均延迟倍增和和(SADMA)波束形成器,其与协方差矩阵和DMAS波束形成器的子阵列平均技术相结合。这将降低计算复杂性,同时保持DMA的侧瓣抑制性质。所提出的方法的主要思想是将回波信号的自相关分量添加到DMA,并转换协方差矩阵形式的表达式。子阵列平均技术用于估计回波信号的协方差矩阵。 Point靶和囊肿幻像的田间II模拟用于证明该方法的性能。应用RF数据实验以支持我们方法的可行性和有效性。模拟和实验结果表明,我们的方法具有较低的计算复杂性作为O(9 / 2L(2)),其中L表示子阵列大小,并且具有像MV和DMAS波束形成器等等效性能。 (c)2017 Elsevier B.v.保留所有权利。

著录项

  • 来源
    《Ultrasonics 》 |2018年第2018期| 共10页
  • 作者

    Su Ting; Li Dayu; Zhang Shi;

  • 作者单位

    Northeastern Univ Sch Comp Sci &

    Engn Shenyang 110819 Liaoning Peoples R China;

    Northeastern Univ Sch Comp Sci &

    Engn Shenyang 110819 Liaoning Peoples R China;

    Northeastern Univ Sch Comp Sci &

    Engn Shenyang 110819 Liaoning Peoples R China;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 超声学 ;
  • 关键词

    Beamformer; Ultrasound imaging; Subarray average; DMAS beamformer;

    机译:波束形成器;超声成像;子阵列平均值;DMAS波束形成器;

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