Time-Reversal Ground-Penetrating Radar: Range Estimation With Cramér–Rao Lower Bounds

In this paper, first, a new range-estimation technique using time reversal (TR) for ground-penetrating-radar (GPR) applications is presented. The estimator is referred to as the TR/GPR range estimator. The motivation for this paper comes from the need of accurately estimating the location of underground objects such as landmines or unexploded ordinance for safe clearance. Second, the Cramér-Rao lower bound (CRLB) for the performance of the TR/GPR range estimator is derived and compared with the CRLB for the conventional matched filter (MF). The CRLB analysis shows that the TR/GPR range estimator has the potential to achieve higher accuracy in estimating the location of the target than that of the conventional MF estimator. Third, the proposed TR/GPR estimator is tested using finite-difference time-domain simulations, where the surface-based reflection GPR is modeled using an electromagnetic transverse-magnetic (TM) mode formulation. In our simulations, the TR/GPR estimator outperforms the conventional MF approach by up to 5-dB reduction in mean square error at signal-to-noise ratios ranging from -20 to 20 dB for dry-soil environments.

[1]  Serena Matucci,et al.  The Detection of Buried Pipes From Time-of-Flight Radar Data , 2008, IEEE Transactions on Geoscience and Remote Sensing.

[2]  Francesco Soldovieri,et al.  GPR Response From Buried Pipes: Measurement on Field Site and Tomographic Reconstructions , 2009, IEEE Transactions on Geoscience and Remote Sensing.

[3]  Glenn S. Smith,et al.  A fully three-dimensional simulation of a ground-penetrating radar: FDTD theory compared with experiment , 1996, IEEE Trans. Geosci. Remote. Sens..

[4]  A. Asif,et al.  Time reversal: Algorithms for M-ARY target classification using array signal processing , 2008, MILCOM 2008 - 2008 IEEE Military Communications Conference.

[5]  M. Fink,et al.  Self focusing in inhomogeneous media with time reversal acoustic mirrors , 1989, Proceedings., IEEE Ultrasonics Symposium,.

[6]  P. Drummond,et al.  Time reversed acoustics , 1997 .

[7]  A. Papandreou-Suppappola,et al.  Waveform-agile sensing for tracking , 2009, IEEE Signal Processing Magazine.

[8]  K. C. Ho,et al.  Particle Filtering Based Approach for Landmine Detection Using Ground Penetrating Radar , 2008, IEEE Transactions on Geoscience and Remote Sensing.

[9]  Amir Asif,et al.  Cramér-Rao lower bound for time reversal range estimators in N-multipath scattering environments , 2010, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.

[10]  김덕영 [신간안내] Computational Electrodynamics (the finite difference time - domain method) , 2001 .

[11]  David S. Slepian,et al.  Estimation of signal parameters in the presence of noise , 1954, Trans. IRE Prof. Group Inf. Theory.

[12]  James Irving,et al.  Numerical modeling of ground-penetrating radar in 2-D using MATLAB , 2006, Comput. Geosci..

[13]  David J. Daniels,et al.  A review of GPR for landmine detection , 2006 .

[14]  A. Devaney,et al.  Time-reversal imaging with multiple signal classification considering multiple scattering between the targets , 2004 .

[15]  Levent Gürel,et al.  Frequency responses of ground-penetrating radars operating over highly lossy grounds , 2002, IEEE Trans. Geosci. Remote. Sens..

[16]  Nicholas O'Donoughue,et al.  Position location by time reversal in communication networks , 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing.

[17]  Weng Cho Chew,et al.  Application of perfectly matched layers to the transient modeling of subsurface EM problems , 1997 .

[18]  G. Carter,et al.  The generalized correlation method for estimation of time delay , 1976 .

[19]  Weng Cho Chew,et al.  Finite-difference time-domain simulation of ground penetrating radar on dispersive, inhomogeneous, and conductive soils , 1998, IEEE Trans. Geosci. Remote. Sens..

[20]  Gang Shi,et al.  A Relationship Between Time-Reversal Imaging and Maximum-Likelihood Scattering Estimation , 2007, IEEE Transactions on Signal Processing.

[21]  Magda El-Shenawee,et al.  Suppressing GPR Clutter from Randomly Rough Ground Surfaces to Enhance Nonmetallic Mine Detection , 2003 .

[22]  José M. F. Moura,et al.  Detection by Time Reversal: Single Antenna , 2007, IEEE Transactions on Signal Processing.

[23]  Allen Taflove,et al.  Computational Electrodynamics the Finite-Difference Time-Domain Method , 1995 .