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Articles

A Neural Network Solution for Identification and Classification of Cylindrical Targets above Perfectly Conducting Flat Surfaces

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Pages 2147-2156 | Published online: 03 Apr 2012

References

  • Chen , S. 1990 . Radar target identification with relative amplitudes and unknown target aspect angles . Aerospace and Electronics Conference , 1
  • Chen , S. 1989 . Relative amplitudes and phase features for resonanceregion radar target identification . Aerospace and Electronics Conference , 1
  • Wong , S. K. 2004 . Non-cooperative target recognition in the frequency domain . Radar Sonar Navig. , 151 ( No. 2 ) April
  • Seo , D. K. , Kim , K. T. , Choi , I.-S. and Kim , H. T. 2004 . Wideangle radar target recognition with subclass concept . Progress In Electromagnetics Research , PIER 44 : 231 – 248 .
  • Haridim , M. , Matzner , H. , Ben-Ezra , Y. and Gavan , J. 2004 . Cooperative targets detection and tracking range maximization using multimode ladar/radar and transponders . Progress In Electromagnetics Research , PIER 44 : 217 – 229 .
  • Azaro , R. , Casagranda , A. , Franceschini , D. and Massa , A. 2005 . An innovative fuzzy-logic-based strategy for an effective exploitation of noisy inverse scattering data . Progress In Electromagnetics Research , PIER 54 : 283 – 302 .
  • Bermani , E. , Boni , A. , Kerhet , A. and Massa , A. 2005 . Kernels evaluation of svm-based estimators for inverse scattering problems . Progress In Electromagnetics Research , PIER 53 : 167 – 188 .
  • Turkmen , I. and Guney , K. 2006 . Tabu search tracker with adaptive neuro-fuzzy inference system for multiple target tracking . Progress In Electromagnetics Research , PIER 65 : 169 – 185 .
  • Thomas , V. , Yohannan , J. , Lonappan , A. , Bindu , G. and Mathew , K. T. 2006 . Localization of the investigation domain in electromagnetic imaging of buried 2-d dielectric pipelines with circular cross section . Progress In Electromagnetics Research , PIER 61 : 111 – 131 .
  • Singh , A. K. , Kumar , P. , Chakravarty , T. , Singh , G. and Bhooshan , S. 2006 . A novel digital beamformer with low angle resolution for vehicle tracking radar . Progress In Electromagnetics Research , PIER 66 : 229 – 237 .
  • Li , Z. X. 2006 . Modelling the passive microwave remote sensing of wet snow . Progress In Electromagnetics Research , PIER 62 : 143 – 164 .
  • Chen , X. , Liang , D. and Huang , K. 2006 . Microwave imaging 3-D buried objects using parallel genetic algorithm combined with FDTD technique . Journal of Electromagnetic Waves and Applications , 20 ( No. 13 ) : 1761 – 1774 .
  • Huaitie , X. , Zhaowen , Z. and Guirong , G. 1993 . An artificial neural networkapproac h to radar target identification in polarization domain . TENCON ’93. Proceedings. Computer, Communication, Control and Power Engineering , 1
  • Chakrabarti , S. and Miller , E. K. 1994 . An artificial neural network approach to radar target identification in polarization domain . A Fuzzy Neural Network Model for Aspect Independent Target Identification , 1
  • Turhan , G. , Leblebiciolu , K. and Ince , T. 1999 . Electromagnetic target classification using time-frequency analysis and neural networks . Microwave and Optical Technology Letters , 21 ( No. 1 ) April 1
  • Lee , Y. H. , Cahill , B. J. , Porter , S. J. and Marvin , A. C. 2004 . A novel evolutionary learning technique for multi-objective array antenna optimization . Progress In Electromagnetics Research , PIER 48 : 125 – 144 .
  • Turhan , G. 2005 . Real time electromagnetic target classification using a novel feature extraction technique with PCA-based fusion . IEEE Trans. on Antennas and Propagation , 53 ( No. 2 )
  • Zhihe , S. and Feng , L. July 2006 . “ Applying improved BP neural network in underwater target recognition ” . In International Joint Conference on Neural Networks July , Canada
  • Xiugin , P. , Yongcun , C. , Yong , L. , Xiali , L. and Yue , Z. 2006 . “ Research on the algorithm of target recognition based on two-leveled RBF neural networkand D-S evidence theory ” . In International Symposium on Intelligent Signal Processing and Communication Systems Japan
  • Yildiz , C. , Guney , K. , Turkmen , M. and Kaya , S. 2007 . Neural models for coplanar strip line synthesis . Progress In Electromagnetics Research , PIER 69 : 127 – 144 .
  • Martinez , D. , Las-Heras , F. and Ayestarn , R. G. 2007 . Fast methods for evaluating the electric field level in 2d-indoor environments . Progress In Electromagnetics Research , PIER 69 : 247 – 255 .
  • Kizilay , A. 2000 . A perturbation method for transient multipath analysis of electromagnetic scattering from targets above periodic surfaces Ph.D. dissertation
  • Bors , A. G. and Gabbouj , M. 1994 . Neural networks and radial basis function neural networkfor patten classification . Digital Signal Processing: A Review Journal , 4 ( No. 3 ) : 173 – 188 .
  • Park , J. and Sandberg , W. I. 1991 . Universal approximation using radial basis function networks . Neural Computation , 3 : 246 – 257 .
  • Mohamed , M. D. A. , Soliman , E. A. and El-Gamal , M. A. 2006 . Optimization and characterization of electromagnetically coupled patch antennas using RBF neural networks . Journal of Electromagnetic Wave and Applications , 20 : 1101 – 1114 .
  • Zhang , X. , X. , Xiao , L. , Tian , J. W. , Liu , J. and Xu , G. Y. 2006 . Application of support vector machines in classification of magnetic resonance images . International Journal of Computers and Applications , 28 ( No. 2 )
  • Micheli-Tzanakou , E. 2000 . Supervised and Unsupervised Pattern Recognition: Feature extraction and computational intelligence , CRC Press .

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