Efficient 3D Image Reconstruction for Near-Field Microwave Imaging Using Dynamic Metasurface Antenna

被引:11
|
作者
Molaei, Amir Masoud [1 ]
Skouroliakou, Vasiliki [1 ]
Fusco, Vincent [1 ]
Yurduseven, Okan [1 ]
机构
[1] Inst Elect Commun & Informat Technol ECIT, Belfast BT3 9DT, Antrim, North Ireland
关键词
Imaging; Image reconstruction; Microwave antennas; Interpolation; Apertures; Three-dimensional displays; Microwave imaging; 3D microwave imaging; compressive-sensing; dynamic metasurface antenna; fast Fourier computations; RANGE MIGRATION ALGORITHM;
D O I
10.1109/ACCESS.2022.3186363
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, rapid reconstruction of a three-dimensional (3D) image of a scene for near-field microwave imaging using a dynamic metasurface antenna (DMA) is addressed. The imaging system consists of a fixed transmitting DMA and a single moving antenna as the receiver. In the proposed approach, after pre-processing the raw data and converting it into an applicable form for Fourier computations, the converted data are processed by the presented algorithm (all with fast Fourier computations, without the need for the heavy Stolt interpolation step). Furthermore, after extracting a closed-form expression for image reconstruction, a minimization problem is defined using the compressive-sensing (CS) theory, which allows a sparse pattern to be sampled instead of collecting full data, thereby significantly improving the data acquisition rate (according to the CS rate). The performance of the proposed approach is examined by computer simulations and analytical discussions.
引用
收藏
页码:68491 / 68498
页数:8
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