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