Orthogonal Matching Pursuit based Sparse Dispersive Radon Transform for Ultrasonic Guided Mode Extraction

Zheng, SH; Chen H.L.; Ling, FY; Minonzio J.G.; Ta D.; Xu, KL

Keywords: ultrasonic guided waves, Dispersive Radon transform, Orthogonal matching pursuit, Multimodal separation

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.

Más información

Título según WOS: Orthogonal Matching Pursuit based Sparse Dispersive Radon Transform for Ultrasonic Guided Mode Extraction
Título según SCOPUS: Orthogonal Matching Pursuit based Sparse Dispersive Radon Transform for Ultrasonic Guided Mode Extraction
Título de la Revista: IEEE International Ultrasonics Symposium, IUS
Volumen: 2022-
Editorial: IEEE Computer Society
Fecha de publicación: 2022
Idioma: English
DOI:

10.1109/IUS54386.2022.9958186

Notas: ISI, SCOPUS