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De-noising using wavelet packet for ultrasonic testing signal of small diameter steel pipe with thick wall

机译:使用小波包进行小直径钢管与厚壁的超声波检测信号去噪

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In the ultrasonic detection of small-diameter steel pipe with thick wall, the quality of ultrasonic echo signals is the foundation for the pipeline flaw identification and feature extraction. In this paper, a de-noising method of wavelet packet based on threshold is proposed for the limitation of soft and hard thresholds. The ultrasonic wave pipeline detection signal contaminated by noise is de-noised by this method. Moreover, the contrastive analysis is performed among the wavelet packet transform based on adjusted threshold, original ultrasonic echo signal and the wavelet packet transform based on default threshold. Experiment results show that the noise reduction effect of the wavelet packet based on the adjusted threshold is obvious and the SNR of signals is also improved.
机译:在具有厚壁的小直径钢管的超声波检测中,超声回波信号的质量是管道探险识别和特征提取的基础。本文提出了一种基于阈值的小波包的去噪方法,用于限制软硬阈值。通过该方法将被噪声污染的超声波流水管道检测信号进行解除。此外,基于默认阈值,基于调整后的阈值,原始超声回波信号和小波分组变换的小波分组变换进行对比分析。实验结果表明,基于调节阈值的小波包的降噪效果是显而易见的,并且信号的SNR也得到改善。

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