48
Views
8
CrossRef citations to date
0
Altmetric
Articles

A Real-Time Through-Wall Detection Based on Support Vector Machine

&
Pages 75-84 | Published online: 03 Apr 2012

References

  • Ferris , D. D. and Currie , N. C. 1999 . Survey of current technologies for through-the-wall surveillance (TWS) . Proceedings of SPIE ,
  • Baranoski , E. J. 2008 . Through-wall imaging: Historical perspective and future directions . Journal of the Franklin Instituteengineering and Applied Mathematics , 345 : 556 – 569 .
  • Zheng , W. J. , Zhao , Z. Q. , Nie , Z. P. and Liu , Q. H. 2009 . Evaluation of TRM in the complex through wall environment . Progress In Electromagnetics Research , 90 : 235 – 254 .
  • Zheng , W. , Zhao , Z. and Nie , Z. 2008 . Application of TRM in the UWB through wall radar . Progress In Electromagnetics Research , 87 : 279 – 296 .
  • Chiu , C. C. and Huang , C. P. 1996 . Inverse scattering of dielectric cylinders buried in a half space . Microwave and Optical Technology Letters , 13 : 96 – 99 .
  • Cui , T. J. , Chew , W. C. , Aydiner , A. A. and Chen , S. Y. 2001 . Inverse scattering of two-dimensional dielectric objects buried in a lossy earth using the distorted born iterative method . IEEE Transactions on Geoscience and Remote Sensing , 39 : 339 – 346 .
  • Soldovieri , F. and Solimene , R. 2007 . Through-wall imaging via a linear inverse scattering algorithm . IEEE Geoscience and Remote Sensing Letters , 4 : 513 – 517 .
  • Song , L. P. , Yu , C. and Liu , Q. H. 2005 . Through-wall imaging (TWI) by radar: 2-D tomographic results and analyses . IEEE Transactions on Geoscience and Remote Sensing , 43 : 2793 – 2798 .
  • Solimene , R. , Brancaccio , A. , Pierri , R. and Soldovieri , F. 2009 . TWI experimental results by a linear inverse scattering approach . Progress In Electromagnetics Research , 91 : 259 – 272 .
  • Ahmad , F. , Frazer , G. J. , Kassam , S. A. and Amin , M. G. 2004 . Design and implementation of near-field, wideband synthetic aperturebeamformers . IEEE Transactions on Aerospace and Electronic Systems , 40 : 206 – 220 .
  • Ahmad , F. , Amin , M. G. and Kassam , S. A. 2005 . Synthetic aperture beamformer for imaging through a dielectric wall . IEEE Transactions on Aerospace and Electronic Systems , 41 : 271 – 283 .
  • Wang , G. Y. and Amin , M. G. 2006 . Imaging through unknown walls using different standoff distances . IEEE Transactions on Signal Processing , 54 : 4015 – 4025 .
  • Ahmad , F. , Amin , M. G. and Mandapati , G. 2007 . Autofocusing of through-the-wall radar imagery under unknown wall characteristics . IEEE Transactions on Image Processing , 16 : 1785 – 1795 .
  • Kim , Y. and Ling , H. 2009 . Through-wall human tracking with multiple doppler sensors using an artificial neural network . IEEE Transactions on Antennas and Propagation , 57 : 2116 – 2122 .
  • Du , K. L. , Swamy , M. N. S. and Ebrary , I. 2006 . Neural Networks in a Softcomputing Framework , Springer .
  • Bermani , E. , Boni , A. , Caorsi , S. and Massa , A. 2003 . An innovative real-time technique for buried object detection . IEEE Transactions on Geoscience and Remote Sensing , 41 : 927 – 931 .
  • Bermani , E. , Boni , A. , Caorsi , S. , Donelli , M. and Massa , A. 2004 . A multi-source strategy based on a learning-by-examples technique for buried object detection . Progress In Electromagnetics Research , 48 : 185 – 200 .
  • Bermani , E. , Boni , A. , Kerhet , A. and Massa , A. 2005 . Kernels evaluation of SVM-based estimators for inverse scattering problems . Progress In Electromagnetics Research , 53 : 167 – 188 .
  • Zhang , Q. H. , Xiao , B. X. and Zhu , G. Q. 2007 . Inverse scattering by dielectric circular cylinder using support vector machine approach . Microwave and Optical Technology Letters , 49 : 372 – 375 .
  • Vapnik , V. N. 2000 . The Nature of Statistical Learning Theory , Springer Verlag .
  • Smola , A. J. and Scholkopf , B. 2004 . A tutorial on support vector regression . Statistics and Computing , 14 : 199 – 222 .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.