Browse > Article
http://dx.doi.org/10.5515/KJKIEES.2012.23.11.1307

Eigenimage-Based Signal Processing for Subsurface Inhomogeneous Clutter Reduction in Ground-Penetrating Radar Images  

Hyun, Seung-Yeup (Dept. of Telecommunications Engineering, Jeju National University)
Kim, Se-Yun (Imaging Media Research Center, Korea Institute of Science and Technology)
Publication Information
Abstract
To reduce the effects of clutters with subsurface inhomogenities in ground-penetrating radar(GPR) images, an eigenimage based signal-processing technique is presented. If the conventional eigenimage filtering technique is applied to B-scan images of a GPR survey, relatively homogeneous clutters such as antenna ringing, direct coupling between transmitting and receiving antennas, and soil-surface reflection, can be removed sufficiently. However, since random clutters of subsurface inhomogenities still remain in the images, target signals are distorted and obscured by the clutters. According to a comparison of the eigenimage filtering results, there is different coherency between subsurface clutters and target signals. To reinforce the pixels with high coherency and reduce the pixels with low coherency, the pixel-by-pixel geometric-mean process after the eigenimage filtering is proposed here. For the validity of the proposed approach, GPR survey for detection of a metal target in a randomly inhomogeneous soil is numerically simulated by using a random media generation technique and the finite-difference time-domain(FDTD) method. And the proposed signal processing is applied to the B-scan data of the GPR survey. We show that the proposed approach provides sufficient enhancement of target signals as well as remarkable reduction of subsurface inhomogeneous clutters in comparison with the conventional eigenimage filtering.
Keywords
Ground-Penetrating Radar; Subsurface Inhomogenity; Clutter Reduction; Eigenimage Filtering;
Citations & Related Records
연도 인용수 순위
  • Reference
1 D. J. Daniels, D. J. Gunton, and H. F. Scott, "Introduction to subsurface radar", IEE Proc., vol. 135, Pt. F, vol. 4, pp. 278-320, Aug. 1988.
2 D. J. Daniel, Ground Penetrating Radar, 2nd Ed. London: IEE, 2004.
3 A. van der Merwe, I. J. Gupta, "A novel signal processing technique for clutter reduction in GPR measurement of small, shallow land mines", IEEE Trans. Geosci. Remote Sens., vol. 38, no. 6, pp. 2627- 2637, Nov. 2000.   DOI
4 S. Tjora, E. Eide, and L. Lundheim, "Evaluation of methods for ground bounce removal in GPR utility mapping", Tenth Int. Conf. on Ground Penetrating Radar, Delft, Netherland, pp. 379-382, Jun. 2004
5 T. -J. Li, L. -J. Kong, and Z. -O. Zhou, "Symmetry filtering method for GPR clutter reduction", Int. Conf. Microwave and Millimeter Wave Technology, pp. 1515-1517, 2008.
6 L. Gurel, U. Oguz, "Simulations of ground-penetrating radars over lossy and heterogeneous grounds", IEEE Trans. Geosci. Remote Sens., vol. 39, no. 6, pp. 1190-1197, Jun. 2001.   DOI
7 U. Oguz, L. Gurel, "Frequency responses of ground-penetrating radars operating over highly lossy grounds", IEEE Trans. Geosci. Remote Sens., vol. 40, no. 6, pp. 1385-1394, Jun. 2002.   DOI
8 C. D. Moss, F. L. Teixeira, T. E. Yang, and J. A. Kong, "Finite-difference time-domain simulation of scattering from objects in continuous random media", IEEE Trans. Geosci. Remote Sens., vol. 40, no. 1, pp. 178-186, Jan. 2002.   DOI
9 C. D. Moss, F. L. Teixeira, and J. A. Kong, "Detection of targets in continuous random media: a numerical study using the angular correlation function", Microw. Opt. Technol. Lett., vol. 33, no. 4, pp. 242-247, May 2002.   DOI
10 M. E. Yavuz, F. L. Teixeira, "A numerical study of time-reversed UWB electromagnetic waves in continuous random media", IEEE Wireless Antennas Propag. Lett., vol. 4, pp. 43-46, 2005.   DOI
11 L. Klimes, "Correlation functions of random media", Pure Appl. Geophys., vol. 159, no. 7-8, pp. 1811-1831, Jul. 2002.   DOI
12 S. -Y. Hyun, S. -W. Kim, and S. -Y. Kim, "FDTD simulation of compact antennas for a ground-penetrating radar", in Proc. ISAP2000, Int. Symp. on Antennas and Propagation, Fukuoka, Japan, pp. 1681-1684, Aug. 2000.
13 T. T. Wu, R. W. P. King, "The cylindrical antenna with nonreflecting resistive loading", IEEE Trans. Antennas Propag., vol. 13, no. 3, pp. 369-373, May 1965.   DOI
14 B. Cagnoli, T. J. Ulrych, "Singular value decomposition and wavy reflections in ground-penetrating radar images of base surge deposits", J. Appl. Geophys., vol. 48, no. 3, pp. 175-182, Oct. 2001.   DOI