Title :
Inverse scattering problems with multifrequency data: reconstruction capabilities and solution strategies
Author :
Bucci, O.M. ; Crocco, L. ; Isernia, T. ; Pascazio, V.
Author_Institution :
Dipt. di Ingegneria Elettronica e delle Telecomunicazioni, Naples Univ., Italy
fDate :
7/1/2000 12:00:00 AM
Abstract :
The aim of this paper is twofold. First, why and how exploitation of multifrequency information is of great usefulness in inverse scattering problems is discussed. Second, three different solution strategies, all based on a recently introduced approach, are presented, discussed, and compared in the actual case of noise affected data in the two-dimensional (2D) scalar case. The first one is a (nonlinear) frequency-hopping technique, which favorably compares with approaches of the same kind that use linear inversion steps. As a second approach, the contemporary use of the different frequencies data is considered. Contrary to common assumptions, it is shown that such an approach may perform better than the previous one, the different performances between the two being dictated by the spatial frequency content of the unknown contrast. Finally, a hybrid and, to the best of the authors´ knowledge, novel strategy, which exploits the advantages of the the previous ones, is introduced and discussed.
Keywords :
geophysical prospecting; geophysical signal processing; geophysical techniques; inverse problems; remote sensing by radar; terrain mapping; exploration; geophysical measurement technique; inverse problem; inverse scattering problem; land surface; linear inversion; multifrequency method; nonlinear inverse problem; prospecting; radar; reconstruction capabilities; remote sensing; solution strategy; terrain mapping; Electromagnetic fields; Electromagnetic scattering; Frequency; Geoscience and remote sensing; Hardware; Inverse problems; Measurement errors; Stability; Two dimensional displays; Upper bound;
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on