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Articles

Modeling of SiC MESFETs by Using Support Vector Machine Regression

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Pages 1489-1498 | Published online: 03 Apr 2012

References

  • Angelov , I. , Desmaris , V. Dynefors , K. Oct. 2005 . “ On the largesignal modeling of AlGaN/GaN HEMTs AND SiC MESFETs ” . In 2005 Gallium Arsenide and Other Semiconductor Application Symposium Oct. , 309 – 312 . Europe
  • Filicory , F. 1992 . A nonlinear integral model of electron device for HB circuit . IEEE Trans.Micr owave Theory & Tech. , 28 : 1456 – 1465 .
  • Pirola , M. , Ghione , G. , Dortu , J. M. and Muller , J. 1994 . “ A largesignal model for medium power pseudomorphic HEMT's for K-Kaband applications ” . In 1994 IEEE MTT-S European Topical Congr. Technol.Wir eless Applicat 43 – 48 .
  • Zhang , Q. J. and Gupta , K. C. Neural Networks for RF and Microwave Design , Norwood , MA : Artech House .
  • Chen , K. , Ho , C. and Shiau , H. 2004 . Application of support vector regression in forecasting international tourism demand . Tourism Management Research , 4 June : 81 – 97 .
  • Vapnik , V. 1995 . The Nature of Statistical Learning Theory , New York : Springer-Verlag .
  • Xia , L. 2006 . Modeling of 3D vertical interconnect using support vector machine regression . IEEE Microwave and Wireless Components Letters , 16 ( No. 12 ) December : 639 – 641 .
  • Wu , Y. Q. , Tang , Z. X. , Zhang , B. and Xu , Y. H. 2007 . Permeability measurement of ferromagnetic materials in microwave frequency range using support vector machine regression . Progress In Electromagnetics Research , : 247 – 256 . PIER 70
  • Xia , L. , Xu , R. and Yan , B. 2007 . Ltcc interconnect modeling by support vector regression . Progress In Electromagnetics Research , : 67 – 75 . PIER 69
  • Angelov , I. , Bengtsson , L. and Garcia , M. 1996 . Extensions of the Chamlers nonlinear HEMT and MESFET model . IEEE Trans. Microwave Theory & Tech. , 44 Oct. : 1664 – 1674 .
  • Xu , Y. 2007 . Large-signal modeling of SiC MESFETs , University of Electronic Science and Technology of China . Master dissertation
  • Chang , C. C. and Lin , C. J. 2006 . LIBSVM 2.81 a library for support vector machines. Available: http://www.csie.ntu.edu. tw/?cjlin/libsvm.
  • Bermani , E. , Boni , A. , Kerhet , A. and Massa , A. 2005 . Kernels evaluation of SVM based estimatiors for inverse scattering problems . Progress In Electromagnetics Research , PIER 53 : 167 – 188 .

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