19 April 2013 Identification of source location by using compressive approach
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Abstract
In this paper, a new approach to identify the source location is proposed by exploiting the compressive sensing theory, which indicates that sparse or compressible signals can be recovered using just a few measurement. A square grid configuration plate with some piezoelectric actuator and sensor is used to verify the proposed approach. The grid is used to sweep across the plate to identify the location of source. Piezoelectric actuator placed on the plate is used to excite waves, and the signals of waves received at some sensors. The sensor locations are known, however, the source location need not be known. The candidate source locations are suitably chosen grid on the surface of plate. Sensing matrix which is related to the locations of source and sensor can be calculated at each sensor. Then, the proposed approach used the received signal strengths to locate the source by minimizing the ℓ1-norm of the sparse matrix in the discrete spatial domain based on the concept of compressive sensing (CS). The simulation results show the proposed method achieves a high level of localization accuracy.
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Wentao Wang, Wentao Wang, Yuequan Bao, Yuequan Bao, Hui Li, Hui Li, } "Identification of source location by using compressive approach", Proc. SPIE 8692, Sensors and Smart Structures Technologies for Civil, Mechanical, and Aerospace Systems 2013, 86922M (19 April 2013); doi: 10.1117/12.2009648; https://doi.org/10.1117/12.2009648
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