DocumentCode
876878
Title
Applicability of MUSIC-Type Imaging in Two-Dimensional Electromagnetic Inverse Problems
Author
Agarwal, Krishna ; Chen, Xudong
Author_Institution
Dept. of Electr. & Comput. Eng., Nat. Univ. of Singapore, Singapore
Volume
56
Issue
10
fYear
2008
Firstpage
3217
Lastpage
3223
Abstract
The behavior of the multiple signal classification (MUSIC) algorithm is investigated when used to locate small dielectric cylinders of specific characteristics in noise-free and noisy scenarios using the TE incidence. We have made three observations regarding the performance of MUSIC in the two-dimensional TE scenario, which reveal the significance of the choice of signal subspace while employing MUSIC and the shortcoming of traditional MUSIC when used to detect degenerate cylinders (which might be so due to the material or geometry of the cylinders). The detailed analysis of the sources induced on a cylinder and their linear dependency on each other gives a distinct insight into the use of MUSIC algorithm to locate it. A non-iterative retrieval algorithm is provided that is based on the least squares method, which retrieves the electric and magnetic polarization tensors of the small cylinders. The algorithm proposed here is mathematically a simple and direct representation of the physical principles and is applicable to degenerate cylinders as well.
Keywords
electromagnetic wave polarisation; electromagnetic wave scattering; geometry; inverse problems; least squares approximations; signal classification; MUSIC-type imaging; geometry; least squares method; multiple signal classification algorithm; noniterative retrieval algorithm; signal subspace; small dielectric cylinders; two-dimensional TE scenario; two-dimensional electromagnetic inverse problems; Algorithm design and analysis; Classification algorithms; Dielectrics; Geometry; Inverse problems; Least squares methods; Magnetic analysis; Multiple signal classification; Music information retrieval; Tellurium; Cylinders; inverse scattering; multiple signal classification (MUSIC); polarization tensors;
fLanguage
English
Journal_Title
Antennas and Propagation, IEEE Transactions on
Publisher
ieee
ISSN
0018-926X
Type
jour
DOI
10.1109/TAP.2008.929434
Filename
4636815
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