Discrete Dipole Approximation-Based Microwave Tomography for Fast Breast Cancer Imaging

被引:0
作者
Hosseinzadegan, Samar [1 ]
Fhager, Andreas [1 ]
Persson, Mikael [1 ]
Geimer, Shireen D. [2 ]
Meaney, Paul M. [2 ]
机构
[1] Chalmers Univ Technol, Dept Elect Engn, SE-41296 Gothenburg, Sweden
[2] Dartmouth Coll, Thayer Sch Engn, Hanover, NH 03755 USA
关键词
Microwave theory and techniques; Microwave imaging; Imaging; Image reconstruction; Tomography; Phantoms; Reconstruction algorithms; Breast imaging; computational efficiency; discrete dipole approximation (DDA); Jacobian matrix; microwave tomography; CLAUSIUS-MOSSOTTI; RECONSTRUCTION; SYSTEM; RADAR; WOMEN;
D O I
10.1109/TMTT.2021.3060597
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This article describes a fast microwave tomography reconstruction algorithm based on the 2-D discrete dipole approximation (DDA). Synthetic data from a finite-element-based solver and experimental data from a microwave imaging system are used to reconstruct images and to validate the algorithm. The microwave measurement system consists of 16 monopole antennas immersed in a tank filled with lossy coupling liquid and a vector network analyzer. The low-profile antennas and lossy nature of the system make the DDA an ideal forward solver in image reconstructions. The results show that the algorithm can readily reconstruct a 2-D plane of a cylindrical phantom. The proposed forward solver combined with the nodal adjoint method for computing the Jacobian matrix enables the algorithm to reconstruct an image within 6 s. This implementation provides significant time savings and reduced memory requirements and is a dramatic improvement over previous implementations.
引用
收藏
页码:2741 / 2752
页数:12
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