DocumentCode :
1940652
Title :
Ground penetrating radar signal processing for road monitoring and damage detection
Author :
Benedetto, A. ; Benedetto, F. ; De Blasiis, M.R. ; Giunta, G.
Author_Institution :
Dept. of Sci. of Civil Eng., Rome Univ., Italy
Volume :
1
fYear :
2003
fDate :
1-4 July 2003
Firstpage :
325
Abstract :
Ground penetrating radar (GPR) signal processing is a nondestructive technique, particularly promising for soil characteristics interpretation. In fact, pavement damage is actually one of the most crucial problems in roads. A preliminary detection and a subsequent classification of the pavement damage, based on an automatic GPR analysis, have been performed and experimentally validated. An optimum detection procedure is performed. It implements the classical Neyman-Pearson radar test. All the settings needed by the procedure have been estimated from a training set of measures. The overall performance has been evaluated by looking at the usual receiver´s operating curve. The results evidence that a reasonable performance has been achieved by a suited analysis of GPR images exploiting the spatio-temporal correlation properties of the received signal. Although a generalization is not reliable, this study shows that an automatic GPR-based evaluation of subgrade soil characteristics is feasible.
Keywords :
correlation theory; ground penetrating radar; radar imaging; radar signal processing; spatiotemporal phenomena; GPR image analysis; classical Neyman-Pearson radar test; ground penetrating radar signal processing; optimum detection procedure; pavement damage detection; receivers operating curve; road monitoring; spatio-temporal correlation properties; subgrade soil characteristics; Ground penetrating radar; Image analysis; Monitoring; Performance analysis; Radar detection; Radar imaging; Radar signal processing; Roads; Soil; Testing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing and Its Applications, 2003. Proceedings. Seventh International Symposium on
Print_ISBN :
0-7803-7946-2
Type :
conf
DOI :
10.1109/ISSPA.2003.1224706
Filename :
1224706
Link To Document :
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