基于衰减匹配和稀疏反卷积的超声重叠信号识别

Qiang Wang, Jie Mao, Guoxuan Lian
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引用次数: 0

摘要

高衰减橡胶下钢层厚度检测的难点主要包括信噪比和轴向分辨率。采用衰减匹配的超声啁啾编码激励方法可以在牺牲轴向分辨率的情况下获得更高的信噪比增益。然而,橡胶钢界面的主瓣较宽和一次回波会严重干扰钢板厚度的判断。为了解决这一问题,可以在衰减匹配方法的基础上采用稀疏反褶积来提高回波的分辨率。结果表明,衰减匹配方法带来的信噪比增益有利于稀疏反褶积的回波识别,考虑衰减的小波设计方案可以获得更好的反褶积效果。
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Identification of Ultrasonic Overlapped Signals based on Attenuation Matching and Sparse Deconvolution
The difficulty of detecting the thickness of steel layer under high attenuation rubber mainly includes the signal-to-noise ratio and axial resolution. The ultrasonic chirp-coded excitation method with attenuation matching can obtain higher signal-to-noise ratio gain at the expense of axial resolution. However, the wider main lobe and the primary echo of rubber steel interface will seriously interfere with the judgment of steel thickness. In order to solve this problem, sparse deconvolution can be used to improve the resolution of echo based on the attenuation matching method. The results show that the signal-to-noise ratio gain brought by the attenuation matching method is conducive to the echo recognition of sparse deconvolution, and the design scheme of wavelet considering attenuation can obtain better deconvolution effect.
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