Conical Differential Range Based Back-Projection Algorithm for Concealed Object Detection with Three-Dimensional mmW Imaging

被引:0
作者
Duysak, Huseyin [1 ]
Yigit, Enes [2 ]
Seyfi, Levent [3 ]
机构
[1] Karamanoglu Mehmetbey Univ, Dept Elect Elect Engn, TR-70200 Karaman, Turkey
[2] Bursa Uludag Univ, Dept Elect Elect Engn, TR-16059 Bursa, Turkey
[3] Konya Tech Univ, Dept Elect Elect Engn, TR-42250 Konya, Turkey
关键词
millimeter-wave imaging; radar imaging; back-projection algorithm; FAST BACKPROJECTION ALGORITHM;
D O I
10.18280/ts.390610
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Millimeter wave(mmW) imaging has spread to a wide range of applications in the last quarter. One of the most important research areas of mmW is three-dimensional (3D) imaging systems. In this study, conical differential range-based back-projection (BP) algorithm is proposed for three-dimensional mmW imaging. In the algorithm, the differential range is created using points inside a conical volume, thus the number of interpolation points is considerably reduced. The performance of the algorithm is demonstrated by simulation and experimental studies. Cylindrical scanning is carried out by means of the experimental setup. Experiments are carried out at frequencies of 26.5-40 GHz. The traditional BP algorithm (BPA) and the proposed algorithm are used to reconstruct the images. With the proposed method, it is observed that ISLR for the point target increased by about 5 dB compared to the traditional method. Moreover, the computational complexity is reduced by up to 10 times, depending on the imaging area. Thanks to the proposed method, the image of the concealed weapon under the cloth in an experimental study is more clearly focused compared to the traditional method. Therefore, it can provide images that give more accurate results for applications such as automatic target detection methods.
引用
收藏
页码:1981 / 1989
页数:9
相关论文
共 47 条
  • [1] O(N2 log2 N) filtered backprojection reconstruction algorithm for tomography
    Basu, S
    Bresler, Y
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2000, 9 (10) : 1760 - 1773
  • [2] SAR DATA FOCUSING USING SEISMIC MIGRATION TECHNIQUES
    CAFFORIO, C
    PRATI, C
    ROCCA, E
    [J]. IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1991, 27 (02) : 194 - 207
  • [3] Parallel Optimisation and Implementation of a Real-Time Back Projection (BP) Algorithm for SAR Based on FPGA
    Cao, Yue
    Guo, Shuchen
    Jiang, Shuai
    Zhou, Xuan
    Wang, Xiaobei
    Luo, Yunhua
    Yu, Zhongjun
    Zhang, Zhimin
    Deng, Yunkai
    [J]. SENSORS, 2022, 22 (06)
  • [4] 340-GHz 3-D Imaging Radar With 4Tx-16Rx MIMO Array
    Cheng, Binbin
    Cui, Zhenmao
    Lu, Bin
    Qin, Yuliang
    Liu, Qiao
    Chen, Peng
    He, Yue
    Jiang, Jun
    He, Xiaoyang
    Deng, Xianjin
    Zhang, Jian
    Zhu, Liguo
    [J]. IEEE TRANSACTIONS ON TERAHERTZ SCIENCE AND TECHNOLOGY, 2018, 8 (05) : 509 - 519
  • [5] A STUDY ON MILLIMETER-WAVE IMAGING OF CONCEALED OBJECTS: APPLICATION USING BACK-PROJECTION ALGORITHM
    Demirci, S.
    Cetinkaya, H.
    Yigit, E.
    Ozdemir, C.
    Vertiy, A.
    [J]. PROGRESS IN ELECTROMAGNETICS RESEARCH-PIER, 2012, 128 : 457 - 477
  • [6] Ground penetrating radar imaging of water leaks from buried pipes based on back-projection method
    Demirci, Sevket
    Yigit, Enes
    Eskidemir, Ismail H.
    Ozdemir, Caner
    [J]. NDT & E INTERNATIONAL, 2012, 47 : 35 - 42
  • [7] Compressive Sensing Operator Design and Optimization for Wideband 3-D Millimeter-Wave Imaging
    Bi, Dongjie
    Li, Xifeng
    Xie, Xuan
    Xie, Yongle
    Zheng, Yahong Rosa
    [J]. IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2022, 70 (01) : 542 - 555
  • [8] Determination of the Amount of Grain in Silos With Deep Learning Methods Based on Radar Spectrogram Data
    Duysak, Huseyin
    Ozkaya, Umut
    Yigit, Enes
    [J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2021, 70
  • [9] An Efficient Algorithm for MIMO Cylindrical Millimeter-Wave Holographic 3-D Imaging
    Gao, Jingkun
    Deng, Bin
    Qin, Yuliang
    Wang, Hongqiang
    Li, Xiang
    [J]. IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2018, 66 (11) : 5065 - 5074
  • [10] A Novel Method for 3-D Millimeter-Wave Holographic Reconstruction Based on Frequency Interferometry Techniques
    Gao, Jingkun
    Qin, Yuliang
    Deng, Bin
    Wang, Hongqiang
    Li, Xiang
    [J]. IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2018, 66 (03) : 1579 - 1596