Novel Microwave Tomography System Using a Phased-Array Antenna

被引:11
|
作者
Rahama, Yousuf Abo [1 ]
Al Aryani, Omar [1 ]
Din, Uzma Ahmed [1 ]
Al Awar, Mohammed [1 ]
Zakaria, Amer [1 ]
Qaddoumi, Nasser [1 ]
机构
[1] Amer Univ Sharjah, Dept Elect Engn, Sharjah, U Arab Emirates
关键词
Bayesian regularization; inverse scattering problems; Levenberg-Marquardt algorithm; microwave tomography (MWT); neural networks (NNs); phased-array antenna; 2-D imaging; NEURAL-NETWORKS; INVERSE-SCATTERING; DIELECTRIC CYLINDERS; BREAST-CANCER; FREQUENCY; WATER;
D O I
10.1109/TMTT.2018.2859929
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
In this paper, a novel microwave tomography (MWT) system that utilizes a phased-array transmitter antenna is presented. In contrast to contemporary MWT systems, the system presented herein consists of a single transmitter and multiple receivers. The single transmitter is a four-element array antenna; by varying the phase for each element in the array, the field distribution inside the imaging chamber varies, which produces a different set of measurements per phase configuration. Furthermore, the individual elements of the transmitting array antenna and the receiving antennas are of different types; the receiving antenna type is selected to maximize the coupling between the transmitter and the receiver. Due to the system's complexity, the system is modeled using a neural network; the trained network is used as the forward solver for an inversion algorithm based on a Bayesian regularized Levenberg-Marquardt algorithm. The system along with the inversion algorithm is tested using several targets. Furthermore, the performance of the algorithm against various levels of experimental noise is analyzed and evaluated.
引用
收藏
页码:5119 / 5128
页数:10
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