JOURNAL ARTICLE

Multiplicative regularized Gauss-Newton approach for three-dimensional microwave imaging

Aria AbubakarT. M. Habashy

Year: 2010 Journal:   2010 IEEE MTT-S International Microwave Symposium Pages: 1-1

Abstract

In this work we applied the so-called multiplicative regularized Gauss-Newton inversion approach for solving the three-dimensional electromagnetic microwave inverse problem. This inversion approach adjusts automatically regularization weight and when it is combined with the total variation type regularization approach, they provide an excellent edge-preserving characteristic. We demonstrate the efficiency and robustness of this approach by using a simple synthetic test case and an experimental data from a biomedical object.

Keywords:
Multiplicative function Microwave imaging Regularization (linguistics) Gauss Robustness (evolution) Inverse problem Inversion (geology) Algorithm Inverse Synthetic data Mathematics Microwave Computer science Applied mathematics Mathematical optimization Mathematical analysis Physics Geometry Artificial intelligence

Metrics

4
Cited By
4.53
FWCI (Field Weighted Citation Impact)
17
Refs
0.94
Citation Normalized Percentile
Is in top 1%
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Citation History

Topics

Microwave Imaging and Scattering Analysis
Physical Sciences →  Engineering →  Biomedical Engineering
Geophysical Methods and Applications
Physical Sciences →  Engineering →  Ocean Engineering
Numerical methods in inverse problems
Physical Sciences →  Mathematics →  Mathematical Physics

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