KFD-Based Multiclass Synthetical Discriminant Analysis for Radar HRRP Recognition

References

• Lim , H. and Myung , N. H. 2011 . High resolution range profilejet engine modulation analysis of aircraft models . Journal of Electromagnetic Waves and Applications , 25 ( No. 8–9 ) : 1092 – 1102 .
   Google Scholar
• Park , S. H. , Park , K. K. , Jung , J. H. , Kim , H. T. and Kim , K. T. 2008 . Construction of training database based on high frequency RCS prediction methods for ATR . Journal of Electromagnetic Waves and Applications , 22 ( No. 5–6 ) : 693 – 703 .
   Google Scholar
• Cheng , X. , Chen , H. , Zhang , X.-M. , Zhang , B. and Wu , B.-I. 2010 . Cloaking a perfectly conducting sphere with rotationally uniaxial nihility media in monostatic radar system . Progress In Electromagnetics Research , 100 : 285 – 298 .
   Web of Science ®Google Scholar
• Park , S.-H. , Joo , M.-G. and Kim , K.-T. 2011 . Construction of ISAR training database for automatic target recognition . Journal of Electromagnetic Waves and Applications , 25 ( No. 11–12 ) : 1493 – 1503 .
   Google Scholar
• Wei , S.-J. , Zhang , X.-L. and Shi , J. 2011 . Linear array SAR imaging via compressed sensing . Progress In Electromagnetics Research , 117 : 299 – 319 .
   Google Scholar
• Huang , C.-W. and Lee , K.-C. 2010 . Application of ICA technique to PCA based radar target recognition . Progress In Electromagnetics Research , 105 : 157 – 170 .
   Google Scholar
• Jung , J.-H. , Kim , H.-T. and Kim , K.-T. 2007 . Comparisons of four feature extraction approaches based on Fisher’s linear discriminant criterion in radar target recognition . Journal of Electromagnetic Waves and Applications , 21 ( 2 ) : 251 – 265 .
   Web of Science ®Google Scholar
• Han , S.-K. , Kim , H.-T. , Park , S.-H. and Kim , K.-T. 2010 . Efficient radar target recognition using a combination of range profile and time-frequency analysis . Progress In Electromagnetics Research , 108 : 131 – 140 .
   Google Scholar
• Chang , Y.-L. , Chiang , C.-Y. and Chen , K.-S. 2011 . SAR image simulation with application to target recognition . Progress In Electromagnetics Research , 119 : 35 – 57 .
   Web of Science ®Google Scholar
• Du , L. , Wang , P. Liu , H. 2011 . Bayesian spatiotemporal multitask learning for radar HRRP target recognition . IEEE Trans. Signal Process. , 59 ( No. 7 ) : 3182 – 3196 .
   Google Scholar
• Fu , J. , Liao , K. Zhou , D. 2010 . Modeling recognizing behavior of radar high resolution range profile using multi-agent system . WSEAS Trans. Inf. Sci. Appl. , 7 ( No. 5 ) : 629 – 640 .
   Google Scholar
• Liu , H.-L. and Yang , W.-L. 2007 . Radar target recognition based on generalized discriminant analysis of QR decomposition . Journal of Infrared and Millimeter Waves , 26 ( 3 ) : 205 – 208 .
   Google Scholar
• Fu , J. and Yang , W. Distributed kernel Fisher discriminant analysis for radar image recognition . 2011 Second International Conference on Mechanic Automation and Control Engineering (MACE) . Jul. 15–17 . pp. 1241 – 1244 .
   Google Scholar
• Baudat , G. and Anouar , F. 2000 . Generalized discriminant analysis using a kernel approach . Neural Comput. , 12 ( 10 ) : 2385 – 2404 .
   PubMedGoogle Scholar
• Wang , F.-F. and Zhang , Y.-R. 2011 . The support vector machine for dielectric target detection through a wall . Progress In Electromagnetics Research Letters , 23 : 119 – 128 .
   Google Scholar
• Hsu , C.-W. and Lin , C.-J. 2002 . A comparison of methods for multiclass support vector machines . IEEE Trans. Neural Networks , 13 ( 2 ) : 415 – 425 .
   PubMed Web of Science ®Google Scholar
• Lu , J. , Plataniotis , K. N. and Venetsanopoulos , A. N. 2003 . Face recognition using kernel direct discriminant analysis algorithms . IEEE Trans. Neural Networks , 14 ( 1 ) : 117 – 126 .
   PubMedGoogle Scholar
• Chen , B. , Liu , H. and Bao , Z. 2008 . A kernel optimization method based on the localized kernel Fisher criterion . Pattern Recognition , 41 ( 3 ) : 1098 – 1109 .
   Web of Science ®Google Scholar
• Theodoridis , S. and Koutroumbas , K. 2009 . Pattern Recognition , 4th edition , Burlington : Academic Press .
   Google Scholar
• Mika , S. , R¨atsch , G. , Weston , J. , Sch¨olkopf , B. and Müller , K.-R. Fisher discriminant analysis with kernels . Proceedings of the 1999 9th IEEE Workshop on Neural Networks for Signal Processing (NNSP’99) . Aug. 23–25 . pp. 41 – 48 .
   Google Scholar
• Gorshkov , S. A. , Leschenko , S. P. Orlenko , V. M. 2002 . Radar Target Backscattering Simulation Software and User’s Manual , Boston : Artech House .
   Google Scholar