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  4. GPR Data Analysis of Weak Signals Using Modified S-Transform
 
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GPR Data Analysis of Weak Signals Using Modified S-Transform

Source
Geotechnical and Geological Engineering
ISSN
09603182
Date Issued
2015-10-24
Author(s)
Agrawal, Silky
George, Nithin V.  
Prashant, Amit  
DOI
10.1007/s10706-015-9893-5
Volume
33
Issue
5
Abstract
GPR often encounters difficulty in visualizing the buried target when signals are weak and enveloped by noise, despite using the best of existing GPR data analysis tools. In this study, new method has been proposed based on modified S-transform to analyze weak signals of GPR data. The time–frequency analysis has been implemented to capture the change in electromagnetic waves reflected at the boundary of dielectric contrast. A series of experimental tests were conducted at different site conditions and with different materials using GSSI SIR 3000 GPR system with 400 MHz antenna. An improved 2-D vertical subsurface profile has been developed using time–frequency information to locate the target spatially as well as temporally. The new method has provided better results to improve the target visualization in case of noisy signals. However, it did not add any significant where conventional processing could do reasonable. The proposed method is convenient to use and capable of processing large number of scans effectively.
Unpaywall
URI
http://repository.iitgn.ac.in/handle/IITG2025/21401
Subjects
Electromagnetic waves | Ground penetrating radar | Modified S-transform | Time–frequency analysis
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