Title :
Inverse Algorithms for the GPR Assessment of Concrete Structures
Author :
Travassos, X. Lucas, Jr. ; Vieira, D.A.G. ; Ida, Nathan ; Vollaire, Christian ; Nicolas, Alain
Author_Institution :
SENAI-CIMATEC, Salvador
fDate :
6/1/2008 12:00:00 AM
Abstract :
This paper investigates the characterization of inclusions in concrete structures, including the number of inclusions, their geometries, and electromagnetic properties. To solve this problem, a two phase algorithm that combines matched-filter-based reverse-time (MFBRT) migration algorithm with the particle swarm optimization (PSO) is employed. The first phase runs the MFBRT that can, robustly, define the number of inclusions and their centers; however, it cannot define the inclusion geometry and electromagnetic properties. Given the results obtained in the first phase, the PSO is launched in the second phase, in a parametric approach, to define the radii of the inclusions and their properties. Three types of inclusions were considered, water, air, and conductor. Results considering a nonhomogenous host medium having from one to three inclusions are presented showing the effectiveness of the proposed approach.
Keywords :
electromagnetic fields; ground penetrating radar; inclusions; matched filters; particle swarm optimisation; GPR assessment; concrete structures; electromagnetic properties; ground penetrating radar; inclusions; inverse algorithms; matched-filter; particle swarm optimization; reverse-time migration algorithm; Finite-difference time domain (FDTD); inverse scattering; migration algorithms; particle swarm optimization;
Journal_Title :
Magnetics, IEEE Transactions on
DOI :
10.1109/TMAG.2007.916661