Buried Target Imaging: A Comparative Study

被引:4
作者
Ghaderi Aram M. [1 ]
Dehmollaian M. [2 ]
Khaleghi A. [1 ]
机构
[1] Electrical Engineering Department, K. N. Toosi University of Technology, Tehran
[2] Center of Excellence on Applied Electromagnetic Systems, School of Electrical and Computer Engineering, University of Tehran, Tehran
来源
Ghaderi Aram, Morteza (morteza_ghaderi@ee.kntu.ac.ir) | 1600年 / Springer Science and Business Media, LLC卷 / 18期
关键词
Inverse scattering; Qualitative methods; Resolution;
D O I
10.1007/s11220-017-0169-4
中图分类号
学科分类号
摘要
A wide variety of qualitative methods have been proposed for microwave imaging. It is difficult to select only one of these methods based on a priori information and measurement equipment to achieve a reliable reconstruction. Various arrangements for antennas to be used in, for instance, have been proposed which have direct impacts on the complexity of inverse methods as well as the quality of output images. In this study, four qualitative methods of the linear sampling method (LSM), time reversal (TR), diffraction tomography (DT), and back-projection (BP) have been reviewed in a 2D scenario; the performance of the methods is compared within the same framework of a multi-static configuration. The goal is to compare their resolutions and determine their advantages and drawbacks. It is shown that LSM provides the best azimuth resolution but the worst range resolution. It is almost invariant to dielectric contrast and is appropriate for a wide range of dielectric contrasts and relatively large objects. It is also shown that at relatively low dielectric contrasts, TR images are most similar to the true object, show fewer artifacts, and offer high immunity to noise. While suffering from more artifacts due to the presence of some ghost images, DT offers the best range resolution. The results also show that BP has the worst azimuth resolution when reconstructing deeply-buried targets, although its implementation is straightforward and not computationally complex. © 2017, Springer Science+Business Media New York.
引用
收藏
相关论文
共 52 条
  • [1] Gonzalez-Huici M.A., Catapano I., Soldovieri F., A comparative study of GPR reconstruction approaches for landmine detection, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, (2014)
  • [2] Benedetti M., Donelli M., Massa A., Multicrack detection in two-dimensional structures by means of GA-based strategies, IEEE Transactions on Antenna and Propagation, (2007)
  • [3] Rocca P., Oliveri G., Massa A., Differential evolution as applied to electromagnetics, IEEE Antenna and Propagation Magazine, (2011)
  • [4] Bozza G., Estatico C., Pastorino M., Randazzo A., Application of an inexact-Newton method within the second-order born approximation to buried objects, IEEE Geoscience and Remote Sensing Letters, (2007)
  • [5] Pastorino M., Microwave imaging, (2010)
  • [6] Caorsi S., Gamba P., Electromagnetic detection of dielectric cylinders by a neural network approach, IEEE Transactions on Geoscience and Remote Sensing, (1999)
  • [7] Mydur R., Michalski K.A., A neural-network approach to the electromagnetic imaging of elliptic conducting cylinders, Microwave Optical Technology Letters, 28, (2001)
  • [8] Bermani E., Boni A., Caorsi S., Massa A., An innovative real-time technique for buried object detection, IEEE Transactions on Geoscience and Remote Sensing, (2003)
  • [9] Massa A., Boni A., Donelli M., A classification approach based on SVM for electromagnetic subsurface sensing, IEEE Transactions on Geoscience and Remote Sensing, (2005)
  • [10] Estatico C., Pastorino P., Randazzo A., An inexact-Newton method for short-range microwave imaging within the second-order Born approximation, IEEE Transactions on Geoscience and Remote Sensing, (2005)