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Flaw detection in layered media based on parametric modeling of overlapping ultrasonic echoes

机译:基于重叠超声回波的参数化模型的分层介质中的缺陷检测

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摘要

In materials consisting of several thin layers, multiple reflections within the structure give rise to received ultrasonic signals composed of overlapping echoes. In this paper we present a parametric model that can be used to decompose such signals into the individual reflections. We derive a Maximum Likelihood Estimator for the the model parameters, which are then used in a Generalized Likelihood Ratio Test (GLRT) to detect flaws in multi-layered structures. We show with simulations how the presence of a thin bonding layer in a three-layer structure can be detected. The probability of detection is shown to be ≈ 96%, for a signal-to-noise ratio (SNR) of 15 dB and a probability of false alarm of 5%.
机译:在由几个薄层组成的材料中,结构内的多次反射会引起接收到的由重叠回波组成的超声信号。在本文中,我们提出了一个参数模型,可用于将此类信号分解为单独的反射。我们为模型参数导出最大似然估计器,然后将其用于广义似然比测试(GLRT)中以检测多层结构中的缺陷。我们通过仿真显示了如何检测三层结构中薄粘结层的存在。对于15 dB的信噪比(SNR)和5%的误报概率,检测到的概率显示为≈96%。

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