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
相关论文
共 50 条
  • [41] Parameter and time delay estimation of ultrasonic multi-mode Lamb waves based on wavelet transform
    Xing, Hong-Yan
    Liu, Zhao-Quan
    Wan, Ming-Xi
    Shengxue Xuebao/Acta Acustica, 2001, 26 (03): : 239 - 246
  • [42] Wideband direction-of-arrival estimation using fast chirplet-based adaptive signal decomposition algorithm
    Feng, AG
    Zhao, Z
    Yin, QY
    IEEE 54TH VEHICULAR TECHNOLOGY CONFERENCE, VTC FALL 2001, VOLS 1-4, PROCEEDINGS, 2001, : 1432 - 1436
  • [43] QR decomposition and Parallel Factor-based Model for Two-Dimensional Direction of Arrival Angle Estimation
    Tayem, Nizar
    2020 54TH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS, AND COMPUTERS, 2020, : 1232 - 1239
  • [44] Measurement Based Direction of Arrival Estimation for Frequency Hopping Signals
    Kaplan, Batuhan
    Kahraman, Ibrahim
    Ekti, Ali Riza
    Yarkan, Serhan
    Cirpan, Hakan Ali
    2020 28TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2020,
  • [45] Direction-Of-Arrival and Polarization Estimation Based On Sparse Sensing
    Cui, Wei
    Jiang, Yalong
    Liu, Hangtian
    Tian, Jing
    Shen, Qing
    Wu, Shuang
    Wei, Zixiang
    2014 12TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (ICSP), 2014, : 383 - 388
  • [46] A Direction of Arrival Estimation Algorithm Based on Orthogonal Matching Pursuit
    Tang Junyao
    Cao Fei
    Liu Lipeng
    3RD INTERNATIONAL CONFERENCE ON ADVANCES IN ENERGY RESOURCES AND ENVIRONMENT ENGINEERING, 2018, 113
  • [47] Direction-of-Arrival Estimation Based on Quantized Matrix Recovery
    Huang, Xiaodong
    Bi, Suzhi
    Liao, Bin
    IEEE COMMUNICATIONS LETTERS, 2020, 24 (02) : 349 - 353
  • [48] DIRECTION-OF-ARRIVAL ESTIMATION FOR A LENS-BASED ARRAY
    DIGGAVI, SN
    SHYNK, JJ
    LAUB, AJ
    IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 1994, 42 (05) : 666 - 675
  • [49] ANALYSIS OF SUBSPACE-BASED DIRECTION OF ARRIVAL ESTIMATION METHODS
    RAO, BD
    HARI, KVS
    SADHANA-ACADEMY PROCEEDINGS IN ENGINEERING SCIENCES, 1991, 16 : 183 - 194
  • [50] Broadband Direction of Arrival Estimation Based on Convolutional Neural Network
    Zhu, Wenli
    Zhang, Min
    Wu, Chenxi
    Zeng, Lingqing
    IEICE TRANSACTIONS ON COMMUNICATIONS, 2020, E103B (03) : 148 - 154