Title :
A global optimization technique for microwave nondestructive evaluation
Author :
Pastorino, Matteo ; Caorsi, Salvatore ; Massa, Andrea
Author_Institution :
Dept. of Biophys. & Electron. Eng., Genoa Univ., Italy
fDate :
8/1/2002 12:00:00 AM
Abstract :
A global optimization technique based on a genetic algorithm is proposed for microwave nondestructive evaluation. Starting from an integral formulation of the inverse scattering problem, the detection of a flaw in a known host medium is reduced to the minimization of a suitable nonlinear functional relating the measured field to the field predicted at a given iteration. The geometrical parameters of the flaw are retrieved by using a tomographic imaging approach. Numerical results are reported concerning cracks in lossless and lossy structures. The effects of the noise on measured input data are also analyzed.
Keywords :
flaw detection; genetic algorithms; microwave measurement; tomography; flaw detection; genetic algorithm; geometrical parameters; global optimization technique; integral formulation; inverse scattering problem; iteration; lossless structures; lossy structures; microwave nondestructive evaluation; nonlinear functional; tomographic imaging approach; Dielectric materials; Electromagnetic scattering; Genetic algorithms; Geophysical measurements; Inspection; Inverse problems; Light scattering; Microwave imaging; Microwave theory and techniques; Tomography;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
DOI :
10.1109/TIM.2002.803084