GPR Signal Enhancement Using Sliding-Window Space-Frequency Matrices

Ground penetrating radar (GPR) has shown to provide useful results for detection of buried objects. However, its performance sufiers from strong re∞ection from ground surface especially for shallowly buried targets. In such cases, the detection problem depends on the separation of the target signal from the ground backscatter such as landmines and unexploded ordnances. In this paper, we discuss and analyze the use of space-frequency time-reversal matrices for the enhancement of ground penetrating radar signals and potential clutter reduction. Through the use of sliding windows, submatrices from a given B-scan (radargram) are utilized to extract localized scattering information of a given detection scenario. Each sub-B-scan is decomposed to its singular vectors and later used to render synthetic aperture time-domain singular vector distributions corresponding to difierent scattering mechanisms. Later, they are weighted by the singular values and subtracted from the full B-scan to achieve reduced clutter and enhanced target response. The method shows satisfactory results for shallowly buried dielectric targets even in the presence of rough surface proflles.

[1]  Manuel Rosa-Zurera,et al.  Sea Clutter Reduction and Target Enhancement by Neural Networks in a Marine Radar System , 2009, Sensors.

[2]  Fernando L. Teixeira,et al.  Ultrawideband Microwave Sensing and Imaging Using Time-Reversal Techniques: A Review , 2009, Remote. Sens..

[3]  Inder J. Gupta,et al.  A novel signal processing technique for clutter reduction in GPR measurements of small, shallow land mines , 2000, IEEE Trans. Geosci. Remote. Sens..

[4]  Fernando L. Teixeira,et al.  Time‐reversal techniques for MISO and MIMO wireless communication systems , 2012 .

[5]  Lawrence Carin,et al.  Time-domain sensing of targets buried under a rough air-ground interface , 1998 .

[6]  Manuel Rosa-Zurera,et al.  Automatic target detection in simulated ground clutter (Weibull distributed) by multilayer perceptrons in a low-resolution coherent radar , 2010 .

[7]  Jin Au Kong,et al.  Finite-difference time-domain simulation of scattering from objects in continuous random media , 2002, IEEE Trans. Geosci. Remote. Sens..

[8]  Eric L. Miller,et al.  Statistical method to detect subsurface objects using array ground-penetrating radar data , 2002, IEEE Trans. Geosci. Remote. Sens..

[9]  A. Jostingmeier,et al.  Clutter removal for landmine using different signal processing techniques , 2004, Proceedings of the Tenth International Conference on Grounds Penetrating Radar, 2004. GPR 2004..

[10]  Emmanuel Duflos,et al.  Landmines Ground-Penetrating Radar Signal Enhancement by Digital Filtering , 2006, IEEE Transactions on Geoscience and Remote Sensing.

[11]  Lawrence B. Conyers,et al.  Ground Penetrating Radar, 2nd Edition , 2006 .

[12]  Mickael Tanter,et al.  Time-reversed acoustics , 2000 .

[13]  Raffaele Solimene Entropy-Based Clutter Rejection for Intrawall Diagnostics , 2012 .

[14]  Brian A. Baertlein,et al.  Subspace decomposition technique to improve GPR imaging of antipersonnel mines , 2000, Defense, Security, and Sensing.

[15]  Simon Roy,et al.  Baseline processing pipeline for fast automatic target detection and recognition in airborne 3D ladar imagery , 2011, Defense + Commercial Sensing.

[16]  Manuel Davy,et al.  An abrupt change detection algorithm for buried landmines localization , 2006, IEEE Transactions on Geoscience and Remote Sensing.

[17]  G. Nadim,et al.  Clutter reduction and detection of landmine objects in ground penetrating radar data using singular value decomposition (SVD) , 2005, Proceedings of the 3rd International Workshop on Advanced Ground Penetrating Radar, 2005. IWAGPR 2005..

[18]  Amir Asif,et al.  Time-Reversal Ground-Penetrating Radar: Range Estimation With Cramér–Rao Lower Bounds , 2010, IEEE Transactions on Geoscience and Remote Sensing.

[19]  Zaiping Nie,et al.  ITERATIVE TIME-REVERSAL MIRROR METHOD FOR IMAGING THE BURIED OBJECT BENEATH ROUGH GROUND SURFACE , 2011 .

[20]  Hichem Sahli,et al.  Primary study in adaptive clutter reduction and buried minelike target enhancement from GPR data , 2000, Defense, Security, and Sensing.

[21]  Fernando L. Teixeira,et al.  Space–Frequency Ultrawideband Time-Reversal Imaging , 2008, IEEE Transactions on Geoscience and Remote Sensing.

[22]  D. Daniels Ground Penetrating Radar , 2005 .

[23]  M. E. Yavuz,et al.  Target classification through time-reversal operator analysis using ultrawideband electromagnetic waves , 2011, Proceedings of the 5th European Conference on Antennas and Propagation (EUCAP).

[24]  Håkan Brunzell,et al.  Detection of shallowly buried objects using impulse radar , 1999, IEEE Trans. Geosci. Remote. Sens..