Abstract:
We present a microwave imaging (MWI) system prototype to reconstruct 3-D complex dielectric relaxation images of various complicated phantom models. The imaging cavity of...Show MoreMetadata
Abstract:
We present a microwave imaging (MWI) system prototype to reconstruct 3-D complex dielectric relaxation images of various complicated phantom models. The imaging cavity of this system is filled with a newly compounded emulsion. To achieve multifrequency operation, the proposed system utilizes a new multifrequency tapered patch antenna array. A novel method based on the principal component analysis (PCA) is first proposed to select optimal frequencies and useful data channels in MWI applications, which is the major innovation of this article. For 3-D imaging, particularly, under the black-box condition with no a priori information of the unknown targets, the enhanced variational Born iterative method (VBIM) is applied as the inverse solver, enabling the dielectric relaxation reconstruction from the multifrequency measured data. Multiple experiments with various phantoms are conducted to evaluate the system’s performance and imaging capabilities. These include single, double, and multiple spherical targets filled with various water–isopropyl alcohol mixtures and submerged either directly in the background emulsion or within another water–alcohol mixture that is submerged in the emulsion. Imaging results, including the comparison between measured data and simulated data, multifrequency and single-frequency reconstructed dielectric images, inversions with different PCA contribution thresholds, and reconstruction under black-box and preconditioned setup, can quantitatively demonstrate a good performance of the MWI system prototype.
Published in: IEEE Transactions on Instrumentation and Measurement ( Volume: 73)
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- IEEE Keywords
- Index Terms
- Imaging System ,
- Prototype System ,
- Microwave Imaging ,
- Microwave Imaging System ,
- Preconditioning ,
- Simulated Data ,
- 3D Images ,
- Imaging Results ,
- Antenna Array ,
- Optimal Frequency ,
- Unknown Target ,
- Dielectric Relaxation ,
- Optimal Channel ,
- Phantom Model ,
- Patch Antenna Array ,
- Image Quality ,
- Resonance Frequency ,
- Dielectric Properties ,
- Data Acquisition System ,
- Operating Frequency ,
- PCA-based Method ,
- Channel Selection ,
- Frequency Selectivity ,
- Dielectric Values ,
- Inversion Algorithm ,
- Vector Network Analyzer ,
- Target Features ,
- Imaging Algorithm ,
- Reconstruction Accuracy ,
- Multiple Frequencies
- Author Keywords
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Imaging System ,
- Prototype System ,
- Microwave Imaging ,
- Microwave Imaging System ,
- Preconditioning ,
- Simulated Data ,
- 3D Images ,
- Imaging Results ,
- Antenna Array ,
- Optimal Frequency ,
- Unknown Target ,
- Dielectric Relaxation ,
- Optimal Channel ,
- Phantom Model ,
- Patch Antenna Array ,
- Image Quality ,
- Resonance Frequency ,
- Dielectric Properties ,
- Data Acquisition System ,
- Operating Frequency ,
- PCA-based Method ,
- Channel Selection ,
- Frequency Selectivity ,
- Dielectric Values ,
- Inversion Algorithm ,
- Vector Network Analyzer ,
- Target Features ,
- Imaging Algorithm ,
- Reconstruction Accuracy ,
- Multiple Frequencies
- Author Keywords