Title :
A Fast Back-Projection Algorithm Based on Cross Correlation for GPR Imaging
Author :
Zhou, Lin ; Huang, Chunlin ; Su, Yi
Author_Institution :
Sch. of Electron. Sci. & Eng., Nat. Univ. of Defense Technol., Changsha, China
fDate :
3/1/2012 12:00:00 AM
Abstract :
In ground-penetrating radar imaging, the classic back-projection (BP) algorithm has an excellent reputation for imaging in layered mediums with convenience and robustness. However, the classic BP algorithm is time consuming and with a lot of artifacts, which have adverse effects on the following work like detection and recognition. A novel BP algorithm, which is both fast and with good effect of suppressing artifacts, is proposed in this letter. At first, an approved approximation method is used to calculate the position of refraction point with remarkable speed and satisfactory accuracy. Then, a lookup table is used to reduce the redundancy in classic BP algorithm. In order to achieve effective artifact suppression, a cross-correlation-based method is introduced. Experimental results of field data present the superiority of the proposed BP algorithm over its classic counterpart both in operation speed and artifact suppression.
Keywords :
approximation theory; ground penetrating radar; object detection; object recognition; radar imaging; table lookup; GPR imaging; approximation method; artifact detection; artifact recognition; artifact suppression; back-projection algorithm; cross correlation; ground penetrating radar; lookup table; Antennas; Approximation algorithms; Delay effects; Ground penetrating radar; Radar imaging; Signal processing algorithms; Back projection (BP); cross correlation; ground-penetrating radar (GPR); radar imaging;
Journal_Title :
Geoscience and Remote Sensing Letters, IEEE
DOI :
10.1109/LGRS.2011.2165523