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Orthogonal Matching Pursuit Based Sparse Dispersive Radon Transform For Ultrasonic Guided Mode Extraction
ISSN
1948-5719
Date Issued
2022-01-01
WoS ID
WOS:000896080400334
Abstract
Mode overlapping of ultrasonic guided waves challenges the signal interpretation in the field of non-destructive testing and waveguide characterization. Dispersive Radon transform (DRT), projects the array signals from distance-time domain to parameter-intercept domain (DRT domain), has been proposed for wave mode decomposition and material properties estimation. However, limited measurements along a given range of positions, so-called finite aperture problem, result in low resolution in DRT domain. In this study, considering the sparsity of guided signals in the parameter-intercept domain, orthogonal matching pursuit (OMP) is introduced to achieve a high-resolution DRT method. Simulated results prove the OMP optimized DRT can be beneficial for ultrasonic guided mode extraction and separation.
Subjects
OCDE Subjects
Author(s)
Shuhang Zheng
Honglei Chen
Feiyao Ling
Dean Ta
Kailiang Xu