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A diagonal subspace-based optimization method for reconstruction of 2-d isotropic and uniaxial anisotropic dielectric objects

Publication ,  Journal Article
Liu, Y; Zhao, Z; Zhu, X; Yang, W; Nie, Z; Liu, QH
Published in: IEEE Geoscience and Remote Sensing Letters
August 1, 2017

In this letter, a diagonal approximation has been introduced in the framework of subspace-based optimization method (SOM), for reducing computational complexity. Due to this approximation, the operator which relates the electric field and equivalent current becomes a diagonal one, instead of the nonlinear one in full-wave inversion. Consequently, the proposed method is named as diagonal SOM (DSOM). Compared with the original SOM, DSOM has a more simplified objective function with much less computational cost. DSOM can be applied for solving inverse scattering problems involving not only isotropic objects, but also uniaxial anisotropic objects, which is demonstrated by numerical examples. Furthermore, DSOM provides reconstruction results that are comparable in quality to the ones obtained using SOM, but with much less computation load.

Published In

IEEE Geoscience and Remote Sensing Letters

DOI

ISSN

1545-598X

Publication Date

August 1, 2017

Volume

14

Issue

8

Start / End Page

1318 / 1322

Related Subject Headings

  • Geological & Geomatics Engineering
  • 4013 Geomatic engineering
  • 3709 Physical geography and environmental geoscience
  • 3704 Geoinformatics
  • 0909 Geomatic Engineering
  • 0906 Electrical and Electronic Engineering
  • 0801 Artificial Intelligence and Image Processing
 

Citation

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Liu, Y., Zhao, Z., Zhu, X., Yang, W., Nie, Z., & Liu, Q. H. (2017). A diagonal subspace-based optimization method for reconstruction of 2-d isotropic and uniaxial anisotropic dielectric objects. IEEE Geoscience and Remote Sensing Letters, 14(8), 1318–1322. https://doi.org/10.1109/LGRS.2017.2710999
Liu, Y., Z. Zhao, X. Zhu, W. Yang, Z. Nie, and Q. H. Liu. “A diagonal subspace-based optimization method for reconstruction of 2-d isotropic and uniaxial anisotropic dielectric objects.” IEEE Geoscience and Remote Sensing Letters 14, no. 8 (August 1, 2017): 1318–22. https://doi.org/10.1109/LGRS.2017.2710999.
Liu Y, Zhao Z, Zhu X, Yang W, Nie Z, Liu QH. A diagonal subspace-based optimization method for reconstruction of 2-d isotropic and uniaxial anisotropic dielectric objects. IEEE Geoscience and Remote Sensing Letters. 2017 Aug 1;14(8):1318–22.
Liu, Y., et al. “A diagonal subspace-based optimization method for reconstruction of 2-d isotropic and uniaxial anisotropic dielectric objects.” IEEE Geoscience and Remote Sensing Letters, vol. 14, no. 8, Aug. 2017, pp. 1318–22. Scopus, doi:10.1109/LGRS.2017.2710999.
Liu Y, Zhao Z, Zhu X, Yang W, Nie Z, Liu QH. A diagonal subspace-based optimization method for reconstruction of 2-d isotropic and uniaxial anisotropic dielectric objects. IEEE Geoscience and Remote Sensing Letters. 2017 Aug 1;14(8):1318–1322.

Published In

IEEE Geoscience and Remote Sensing Letters

DOI

ISSN

1545-598X

Publication Date

August 1, 2017

Volume

14

Issue

8

Start / End Page

1318 / 1322

Related Subject Headings

  • Geological & Geomatics Engineering
  • 4013 Geomatic engineering
  • 3709 Physical geography and environmental geoscience
  • 3704 Geoinformatics
  • 0909 Geomatic Engineering
  • 0906 Electrical and Electronic Engineering
  • 0801 Artificial Intelligence and Image Processing