W Band Imaging System Using Linear Sparse Periodic Antenna Array and Compressive Sensing for Personnel Screening

被引:5
作者
Hu, Shaoqing [1 ]
Shu, Chao [1 ]
Alfadhl, Yasir [1 ]
Chen, Xiaodong [1 ]
机构
[1] Queen Mary Univ London, Sch Elect Engn & Comp Sci, London E1 4NS, England
来源
IEEE ACCESS | 2019年 / 7卷
关键词
Sparse periodic antenna array (SPA); holographic/synthetic aperture radar (SAR) imaging; compressive sensing (CS); TERAHERTZ;
D O I
10.1109/ACCESS.2019.2956630
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents our study on a W band imaging system consisting of a linear sparse periodic antenna array (SPA) with only 10 transmitting (Tx) and 10 receiving (Rx) elements in simulation and experiment for the purpose of personnel screening. We have devised a simplified and low cost experimental set-up using only 1 Tx and 1 Rx channels located on two scanning tracks separated by a distance to verify the proposed multi-static array imaging scheme. The simulation has taken account of the effects of track separation and measured antenna patterns. The simulation and experiment correlate quite well, indicating a resolution of about 7 mm at 1.3 m distance. Furthermore, based on the experimental data, we have investigated the compressive sensing (CS) image reconstruction as an approach for further reducing the sampling points in such a multi-static array imaging system. It is shown that using a discrete SPA-CS imaging algorithm, the images can be successfully reconstructed with the data as few as 30% of that used in the traditional holographic/synthetic aperture radar (SAR) imaging algorithm. Therefore, the CS image reconstruction is proved to be feasible for building a low-cost and fast millimeter wave imaging system.
引用
收藏
页码:173603 / 173611
页数:9
相关论文
共 35 条
[1]   A Novel Fully Electronic Active Real-Time Imager Based on a Planar Multistatic Sparse Array [J].
Ahmed, Sherif Sayed ;
Schiessl, Andreas ;
Schmidt, Lorenz-Peter .
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2011, 59 (12) :3567-3576
[2]   Standoff detection of weapons and contraband in the 100 GHz to 1 THz region [J].
Appleby, Roger ;
Wallace, H. Bruce .
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2007, 55 (11) :2944-2956
[3]   Terahertz imaging with compressed sensing and phase retrieval [J].
Chan, Wai Lam ;
Moravec, Matthew L. ;
Baraniuk, Richard G. ;
Mittleman, Daniel M. .
OPTICS LETTERS, 2008, 33 (09) :974-976
[4]   A single-pixel terahertz imaging system based on compressed sensing [J].
Chan, Wai Lam ;
Charan, Kriti ;
Takhar, Dharmpal ;
Kelly, Kevin F. ;
Baraniuk, Richard G. ;
Mittleman, Daniel M. .
APPLIED PHYSICS LETTERS, 2008, 93 (12)
[5]   340-GHz 3-D Imaging Radar With 4Tx-16Rx MIMO Array [J].
Cheng, Binbin ;
Cui, Zhenmao ;
Lu, Bin ;
Qin, Yuliang ;
Liu, Qiao ;
Chen, Peng ;
He, Yue ;
Jiang, Jun ;
He, Xiaoyang ;
Deng, Xianjin ;
Zhang, Jian ;
Zhu, Liguo .
IEEE TRANSACTIONS ON TERAHERTZ SCIENCE AND TECHNOLOGY, 2018, 8 (05) :509-519
[6]   Compressive Millimeter-Wave Phased Array Imaging [J].
Cheng, Qiao ;
Alomainy, Akram ;
Hao, Yang .
IEEE ACCESS, 2016, 4 :9580-9588
[7]   On the performance of compressed sensing-based methods for millimeter-wave holographic imaging [J].
Cheng, Qiao ;
Alomainy, Akram ;
Hao, Yang .
APPLIED OPTICS, 2016, 55 (04) :728-738
[8]   Millimeter-wave compressive holography [J].
Cull, Christy Fernandez ;
Wikner, David A. ;
Mait, Joseph N. ;
Mattheiss, Michael ;
Brady, David J. .
APPLIED OPTICS, 2010, 49 (19) :E67-E82
[9]   Compressed sensing [J].
Donoho, DL .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2006, 52 (04) :1289-1306
[10]   Fast Three-Dimensional Image Reconstruction of a Standoff Screening System in the Terahertz Regime [J].
Gao, Jingkun ;
Cui, Zhenmao ;
Cheng, Binbin ;
Qin, Yuliang ;
Deng, Xianjin ;
Deng, Bin ;
Li, Xiang ;
Wang, Hongqiang .
IEEE TRANSACTIONS ON TERAHERTZ SCIENCE AND TECHNOLOGY, 2018, 8 (01) :38-51