Compressive Sensing for Full Wavefield Image Recovery in Structural Monitoring Applications

Tommaso Di Ianni 1 Alessandro Perelli 1 Luca De Marchi 1 Alessandro Marzani 1
1 UNIBO - Università di Bologna [Bologna]
Abstract : In this paper, a random sampling scheme based on Compressive Sensing (CS) is used in order to reduce the acquisition time of wavefield signals by means of a scanning laser Doppler vibrometer (SLDV) for Structural Health Monitoring (SHM) applications. The sampling process is indeed quite time consuming, because of noise sources and reduced amplitude of acquired signals. By virtue of the sparse characteristic of the wavefield signal representation in terms of sparsity-promoting dictionaries, e.g. Fourier, Curvelet and Wave Atom transforms, the signal can be however recovered through a limited number of measurements. The implemented CS-based procedure has been validated with experimental signals sub-sampled in a pattern of random distributed points, demonstrating the effectiveness of the approach to limit the acquisition time with extremely low information losses.
Keywords : Guided waves Interaction between wave/field and structure/material Image processing
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Communication dans un congrès
Le Cam, Vincent and Mevel, Laurent and Schoefs, Franck. EWSHM - 7th European Workshop on Structural Health Monitoring, Jul 2014, Nantes, France. 2014
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Tommaso Di Ianni, Alessandro Perelli, Luca De Marchi, Alessandro Marzani. Compressive Sensing for Full Wavefield Image Recovery in Structural Monitoring Applications. Le Cam, Vincent and Mevel, Laurent and Schoefs, Franck. EWSHM - 7th European Workshop on Structural Health Monitoring, Jul 2014, Nantes, France. 2014. 〈hal-01022018〉

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