Near-Field Radar-Based Microwave Imaging for Breast Cancer Detection: A Study on Resolution and Image Quality

被引:22
|
作者
Naghibi, Atefeh [1 ]
Attari, Amir Reza [2 ]
机构
[1] Ferdowsi Univ Mashhad, Commun & Comp Res Ctr, Mashhad 9177948974, Razavi Khorasan, Iran
[2] Ferdowsi Univ Mashhad, Elect Engn Dept, Mashhad 9177948944, Razavi Khorasan, Iran
关键词
Radar imaging; Image resolution; Microwave imaging; Microwave theory and techniques; Geometry; Antenna arrays; Breast cancer detection; microwave imaging (MWI); radar-based image reconstruction; resolution; synthetic aperture radar (SAR);
D O I
10.1109/TAP.2020.3016407
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
Radar-based microwave imaging (MWI) systems have shown encouraging results in early detection of breast cancer; however, there exist remaining challenges. Resolution is one of the most important issues not being addressed with clear theoretical relations in medical MWI systems. In this analytical study, we thoroughly clarify the relation of resolution to the most fundamental aspects of an MWI system, namely, limited-view versus full-view array geometry, monostatic versus multistatic configuration, single-frequency versus wideband operation, and near-field versus far-field imaging. This goal is achieved by expressing the inverse scattering problem in the spatial frequency domain and utilizing K-space representation. Besides, to analyze the MWI system more accurately, the sidelobe level (SLL) of its point-spread function (PSF) is taken into account. We show that generally, the resolution limits of a multistatic configuration are the same as its monostatic counterpart and, hence, have no superiority in terms of resolution. In addition, in imaging with a full-view array, the signal bandwidth has no effect on the resolution. Thus, the single-frequency operation provides the same resolution as the wideband operation. We also demonstrate that the effect of using multistatic configuration or wideband operation is to reduce the SLL of the PSF and, hence, improve the image quality.
引用
收藏
页码:1670 / 1680
页数:11
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