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Accurate TOF measurement of ultrasonic signal echo from the liquid level based on a 2-D image processing method

机译:基于二维图像处理方法的液位超声信号回波的准确TOF测量

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摘要

The central ellipse algorithm can be employed to measure the time of flight (TOF) of the returned signal in ultrasonic range detection. However, the existing ellipse algorithm is likely to result in a considerable measuring error, because the algorithm simply treats the time corresponding to the vertical axis of the ellipse extracted from the echo signal as the TOF. To improve the measuring accuracy of the TOF, we propose a modified TOF measurement method based on the existing ellipse algorithm, where the Canny operator for edge detection in 2-D image processing is used, first, the ellipse algorithm is utilized to extract the echo pulse from the ultrasonic echo signal, from which a 2-D pulse pattern approximating an elliptical shape is obtained. Then, the Canny operator is applied to detect the boundary of the extracted elliptic pulse. Finally, the maximum gradients of the ellipse edge variation in the second and third quadrants of the coordinate system are calculated, and the TOF can be determined by averaging two time points corresponding to two maximum gradients of the edge change in two quadrants. The relevant experiments demonstrate that the modified method can obtain a more accurate TOF with approximately 30% error reduction. (C) 2015 Elsevier B.V. All rights reserved.
机译:中央椭圆算法可用于测量超声测距中返回信号的飞行时间(TOF)。但是,现有的椭圆算法很可能会导致相当大的测量误差,因为该算法只是将与从回波信号中提取的椭圆的垂直轴相对应的时间视为TOF。为了提高TOF的测量精度,我们在现有的椭圆算法的基础上提出了一种改进的TOF测量方法,该方法采用了Canny算子在二维图像处理中进行边缘检测,首先,利用椭圆算法提取回波。从超声回波信号获得脉冲,从中获得近似椭圆形的二维脉冲模式。然后,使用Canny算子来检测提取的椭圆脉冲的边界。最后,计算出坐标系第二象限和第三象限中椭圆边缘变化的最大梯度,并且可以通过平均对应于两个象限中边缘变化的两个最大梯度的两个时间点来确定TOF。相关实验表明,改进后的方法可以获得更准确的TOF,且误差减少了约30%。 (C)2015 Elsevier B.V.保留所有权利。

著录项

  • 来源
    《Neurocomputing》 |2016年第29期|47-54|共8页
  • 作者单位

    Nanjing Univ Informat Sci & Technol, Jiangsu Key Lab Meteorol Observat & Informat Proc, Nanjing 210044, Jiangsu, Peoples R China|Jiangsu Collaborat Innovat Ctr Atmospher Environm, Nanjing 210044, Jiangsu, Peoples R China;

    Nanjing Univ Informat Sci & Technol, Jiangsu Key Lab Meteorol Observat & Informat Proc, Nanjing 210044, Jiangsu, Peoples R China|Jiangsu Collaborat Innovat Ctr Atmospher Environm, Nanjing 210044, Jiangsu, Peoples R China;

    Nanjing Univ Informat Sci & Technol, Jiangsu Key Lab Meteorol Observat & Informat Proc, Nanjing 210044, Jiangsu, Peoples R China|Jiangsu Collaborat Innovat Ctr Atmospher Environm, Nanjing 210044, Jiangsu, Peoples R China;

    Nanjing Univ Informat Sci & Technol, Jiangsu Key Lab Meteorol Observat & Informat Proc, Nanjing 210044, Jiangsu, Peoples R China|Jiangsu Collaborat Innovat Ctr Atmospher Environm, Nanjing 210044, Jiangsu, Peoples R China;

    Nanjing Univ Informat Sci & Technol, Jiangsu Key Lab Meteorol Observat & Informat Proc, Nanjing 210044, Jiangsu, Peoples R China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Ultrasonic echo signal; TOF measurement; Central ellipse algorithm; Canny edge detection;

    机译:超声回波信号;TOF测量;中央椭圆算法;Canny边缘检测;

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