Signal-to-noise ratio enhancement based on wavelet filtering in ultrasonic testing

被引:68
作者
Matz, Vaclav [1 ]
Smid, Radislav [1 ]
Starman, Stanislav [1 ]
Kreidl, Marcel [1 ]
机构
[1] Czech Tech Univ, Dept Measurement, Fac Elect Engn, Prague 16627 6, Czech Republic
关键词
Ultrasonic testing; Wavelets; Filtering; REDUCTION; NDE;
D O I
10.1016/j.ultras.2009.05.010
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
In ultrasonic non-destructive testing of materials with a coarse-grained structure the scattering from the grains causes backscattering noise, which masks flaw echoes in the measured signal. Several filtering methods have been proposed for improving the signal-to-noise ratio. In this paper we present a comparative study of methods based on the wavelet transform. Experiments with stationary, discrete and wavelet packet de-noising are evaluated by means of signal-to-noise ratio enhancement. Measured and simulated ultrasonic signals are used to verify the proposed de-noising methods. For comparison, we use signal-to-noise ratio enhancement related to fault echo amplitudes and filtering efficiency specific for ultrasonic signals. The best results in our setup were achieved with the wavelet packet de-noising method. (C) 2009 Elsevier B.V. All rights reserved.
引用
收藏
页码:752 / 759
页数:8
相关论文
共 12 条