Lamb waves Direction of Arrival estimation based on wavelet decomposition

被引:0
|
作者
Malatesta, Michelangelo Maria [1 ]
Testoni, Nicola [1 ]
De Marchi, Luca [2 ]
Marzani, Alessandro [3 ]
机构
[1] ARCES, I-40123 Bologna, Italy
[2] DEI, Dept Elect Elect & Informat, I-40136 Bologna, Italy
[3] DICAM, Dept Civil Chem Environm & Mat Engn, I-40136 Bologna, Italy
来源
2019 IEEE INTERNATIONAL ULTRASONICS SYMPOSIUM (IUS) | 2019年
关键词
SHM; GWs; localization algorithm; wavelet decomposition;
D O I
10.1109/ultsym.2019.8926024
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Guided waves in Structural Health Monitoring permit to detect different types of damage inside a structure, such as cracks, as well as external impacts. A precise localisation of the damage or the impact point is necessary in order to improve the reliability and accuracy of monitoring approaches. A localisation algorithm based on the estimation of the waves Direction of Arrival (DoA) by means of a DFT-Based Continuous Wavelet Transform decomposition is presented in this work. The approach exploits a multiresolution DFT-Based CWT decomposition applied to the signals acquired by cluster of three piezoelectric (PZT) transducers in 60 degrees configuration. The multiple frequency-based filtering of the signals in the wavelet domain counteracts the complexity caused by the dispersive characteristics of the material. Subsequently the cross-correlation method and the angle estimation are applied for each computed scale. Finally, the Direction of Arrival is computed by an averaging procedure across scales. The approach is validated by means of an experimental setup. The results show the accuracy of the proposed algorithm, enabling to estimate the DoA with an average error of 1.15 degrees and a maximum error of 1.74 degrees.
引用
收藏
页码:1616 / 1618
页数:3
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