Simultaneous Use of the Born and Rytov Approximations in Real-Time Imaging With Fourier-Space Scattered Power Mapping

被引:9
|
作者
Kazemivala, Romina [1 ]
Tajik, Daniel [1 ]
Nikolova, Natalia K. [1 ]
机构
[1] McMaster Univ, Dept Elect & Comp Engn, Hamilton, ON L8S 4L8, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Imaging; Image reconstruction; Radar imaging; Antenna measurements; Permittivity; Microwave imaging; Transmitting antennas; Born approximation; electromagnetic scattering; microwave imaging; millimeter-wave imaging; near-field imaging; quantitative imaging; Rytov approximation; scattered-power mapping (SPM); synthetic aperture radar (SAR); tissue imaging; TUMOR-DETECTION; MICROWAVE; TOMOGRAPHY; ALGORITHM; INVERSION; RADAR; PHANTOM; ROBUST;
D O I
10.1109/TMTT.2022.3157728
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
The Fourier-space scattered-power mapping (F-SPM) is proposed as a computationally efficient alternative to the original real-space SPM method for real-time quantitative image reconstruction with an emphasis on close-range and near-field applications. Similar to SPM, F-SPM can employ either the Born or the Rytov data approximations in a linear scattering model, resulting in two distinct algorithms. However, to exploit the complementarity of the two approximations, a strategy is proposed for their combined use in a single inversion process. The combined Born-Rytov F-SPM method consistently improves the image quality in comparison with the images generated when using either approximation separately. The improvement is most significant when the limitations of either the Born or the Rytov approximations are violated. In the cases where neither or both of these limitations are violated, the images are of comparable quality to those generated by the standalone algorithms. The proposed Born-Rytov F-SPM algorithm is verified and compared to the standalone Born-based F-SPM and Rytov-based F-SPM in examples utilizing simulated and measured data. The gain in computational speed compared to the original real-space SPM is also demonstrated.
引用
收藏
页码:2904 / 2920
页数:17
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