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基于SVR的箔条云团电磁逆散射研究 被引量：2

A Study of Chaff Clouds' Inverse Scattering Based on SVR
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摘要 本文研究了支持向量回归(SVR)方法在箔条云团电磁逆散射中的应用,提出了一种预测箔条云团一维径向分布的方法,并给出了具体的建模步骤.工程应用实例显示了该方法的有效性. A new method for predicting the one dimension radial distribution of chaff clouds was proposed and the modeling approach was given in detail. The experimental results demonstrate the validity of this new method.
作者 汪陶胜 方宁 薛明华 孟刚 南华 陈唯实 王宝发
机构地区 北京航空航天大学电子信息工程学院 中国运载火箭技术研究院第十四研究所
出处 《电子学报》 EI CAS CSCD 北大核心 2006年第B12期2494-2497,共4页 Acta Electronica Sinica
关键词 箔条云团 逆散射 支持向量回归 chaff clouds inverse scattering support vector regression
分类号 TN95 [电子电信—信号与信息处理]
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参考文献9

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  • 2龙腾.频率步进雷达信号的多普勒性能分析[J].现代雷达,1996,18(2):31-37. 被引量：94
  • 3Eran Fishler, Michael Grosmann, Hagit Messer. Detection of Signals by Information Theoretic Criteria: General Asymptotic Performance Analysis[J]. IEEE transaction on Signal Processing,2002,50( 5 ) : 1027-1036.
  • 4Eran Fishler, Michael Grosmann, Hagit Messer. Detection of Signals by Information Theoretic Criteria: General Asymptotic Performance Analysis[J]. IEEE transaction on Signal Processing,2002,50 (5) : 1027-1036.
  • 5Jian Li, Dunmin Zheng. Angle and Waveform Estimation Via RELAX [ J ]. IEEE transaction on Aerospace and Electronic Systems, 1997, 33(3): 1077-1087.
  • 6M Gustafsson, S He. A wave-splitting based optimization ap- proach to multi-dimensional time-domain electromagnetic inverse problems[ J] .Math Comput Simulation, 1999,50(5) :525 - 536.
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  • 8T Takenaka,H Jia,et al. Microwave imaging of electrical prop- erty distributions by a forward-backward time-stepping method [J]. J. J El ectromagn Waves Appl, 2000,14(12) : 1609 - 1626.
  • 9I T Rekanos, A Raisanen. Microwave imaging in the time do- main of buried multiple scatterers by using an FDTD-based op- timization technique [J]. IEEE Trans Magn, 2003,39 (3) : 1381 - 1384.
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引证文献2

二级引证文献14

电子学报
2006年 第B12期

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