Title :
Improving GPR Image Resolution in Lossy Ground Using Dispersive Migration
Author :
Oden, Charles P. ; Powers, Michael H. ; Wright, David L. ; Olhoeft, Gary R.
Author_Institution :
IEEE, Denver
Abstract :
As a compact wave packet travels through a dispersive medium, it becomes dilated and distorted. As a result, ground-penetrating radar (GPR) surveys over conductive and/or lossy soils often result in poor image resolution. A dispersive migration method is presented that combines an inverse dispersion filter with frequency-domain migration. The method requires a fully characterized GPR system including the antenna response, which is a function of the local soil properties for ground-coupled antennas. The GPR system response spectrum is used to stabilize the inverse dispersion filter. Dispersive migration restores attenuated spectral components when the signal-to-noise ratio is adequate. Applying the algorithm to simulated data shows that the improved spatial resolution is significant when data are acquired with a GPR system having 120 dB or more of dynamic range, and when the medium has a loss tangent of 0.3 or more. Results also show that dispersive migration provides no significant advantage over conventional migration when the loss tangent is less than 0.3, or when using a GPR system with a small dynamic range.
Keywords :
dispersive media; geophysical signal processing; geophysical techniques; ground penetrating radar; soil; GPR image resolution; GPR response spectrum; GPR surveys; antenna response; attenuated spectral components; compact wave packet propagation; conductive soils; dispersive medium; dispersive migration method; frequency domain migration; ground coupled antennas; ground penetrating radar; inverse dispersion filter; lossy soils; signal-noise ratio; wave packet dilation; wave packet distortion; Dispersion; Dynamic range; Filters; Ground penetrating radar; Image resolution; Image restoration; Signal restoration; Signal to noise ratio; Soil properties; Spatial resolution; Dispersion; ground-penetrating radar (GPR); imaging; migration;
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on
DOI :
10.1109/TGRS.2006.888933