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Pal, Sanjit Kumar
- GPR Data Interpretation using Continuous Wavelet Transform:A Different Approach
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Authors
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1 Department of Applied Geophysics, Indian Institute of Technology (Indian School of Mines), Dhanbad 826 004, IN
1 Department of Applied Geophysics, Indian Institute of Technology (Indian School of Mines), Dhanbad 826 004, IN
Source
Current Science, Vol 118, No 7 (2020), Pagination: 1104-1111Abstract
The objective of this communication is to establish a new technique for GPR data interpretation using continuous wavelet transform (CWT) approach. In the present study, we have adapted the CWT technique to detect the edges or abrupt changes in the signal. For validation of the proposed technique, we have acquired data over a known tunnel in point mode and time mode using two antennas of two different frequencies (40 MHz and 80 MHz). The tunnel is already known in the area, however information of overburden depth and extension of the tunnel was not properly known. Initially, GPR data have been processed using standard processing (RADAN 7.0) software and the tunnel has been delineated by the two small peaks in the signal. Sometimes, it becomes tough to interpret the small changes or discontinuities in the reflected GPR signal processed by the available standard software. Further, CWT has been performed on a wavelet around the same time depth at which tunnel has been detected based on the standard processing of the GPR data. The tunnel has been prominently delineated by the high wavelet coefficient values. A comparative analysis for width and depth estimation using GPR data and CWT technique has been carried out. While implementing CWT, it is essential to choose the suitable mother wavelet for high-resolution scalogram plot. Mother wavelet for our study area has been selected based on the maximum normalized mean power value of wavelet coefficients. We discuss an approach for tunnel detection and provide an efficient procedure to improve detection performance.Keywords
CWT, Dielectric, GPR, Mother Wavelet, Scalogram, Tunnel.Full Text
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