An EMAT denoising algorithm based on envelope filtering

被引:0
|
作者
Tong Y. [1 ]
Huang S. [1 ]
Zhao W. [1 ]
Tian G. [2 ]
机构
[1] State Key Lab of Power Systems, Department of Electrical Engineering, Tsinghua University
[2] School of Electrical, Electronic and Computer Engineering, University of Newcastle
来源
Gaojishu Tongxin/Chinese High Technology Letters | 2010年 / 20卷 / 09期
关键词
Denoising algorithm; Electromagnetic acoustic transducer (EMAT); Envelope filtering; Hermite interpolation; Hilbert transform;
D O I
10.3772/j.issn.1002-0470.2010.09.015
中图分类号
学科分类号
摘要
To reduce the noise in the inspection data from an electromagnetic acoustic transducer (EMAT), the paper proposes a denoising method based on envelope filtering. It uses a cubic polynomial interpolation curve fitting method to obtain the envelope of the original signals, and uses the up envelope and the down envelope separately to modify the original signals according to the given denoising threshold, and then averages the up and down modified signals to get the final result of smoothing the signals and suppressing the clutters. The algorithm can suppress various types of high frequency noises mixed in the signals, without damaging the main feature of the signals. The algorithm was tested by the experiment with surface wave data. The result shows that the denoising algorithm based on envelope filtering can effectively eliminate the clutters and burrs in the inspection data, suppress the noise amplitude, and improve the signal to noise ratio.
引用
收藏
页码:960 / 964
页数:4
相关论文
共 12 条
  • [1] pp. 2-7, (1990)
  • [2] 29, 10, pp. 591-595, (2007)
  • [3] 3, 5, pp. 112-119, (2006)
  • [4] Wang S.S., Lin C.F., Conditional trimmed mean filters and their applications for noise removal, Signal Processing, 43, pp. 103-109, (1995)
  • [5] Tong F., Xu X.M., Luk B.L., Et al., Equalization of ultrasonic transducers based on evolutionary algorithm and IIR lattice filter, Engineering Applications of Artificial Intelligence, 21, pp. 1409-1415, (2008)
  • [6] Bettayeb F., Haciane S., Aoudia S., Improving the time resolution and signal noise ratio of ultrasonic testing of welds by the wavelet packet, NUT & E International, 38, pp. 478-484, (2005)
  • [7] 2, pp. 1-4, (2008)
  • [8] 30, 6, pp. 55-57, (2007)
  • [9] 22, 3, pp. 59-61, (2001)
  • [10] 19, 1, pp. 120-123, (1997)