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基于模糊函数的雷达辐射源个体识别

李林 姬红兵

李林, 姬红兵. 基于模糊函数的雷达辐射源个体识别[J]. 电子与信息学报, 2009, 31(11): 2546-2551. doi: 10.3724/SP.J.1146.2008.01406
引用本文: 李林, 姬红兵. 基于模糊函数的雷达辐射源个体识别[J]. 电子与信息学报, 2009, 31(11): 2546-2551. doi: 10.3724/SP.J.1146.2008.01406
Li Lin, Ji Hong-bing. Specific Emitter Identification Based on Ambiguity Function[J]. Journal of Electronics & Information Technology, 2009, 31(11): 2546-2551. doi: 10.3724/SP.J.1146.2008.01406
Citation: Li Lin, Ji Hong-bing. Specific Emitter Identification Based on Ambiguity Function[J]. Journal of Electronics & Information Technology, 2009, 31(11): 2546-2551. doi: 10.3724/SP.J.1146.2008.01406

基于模糊函数的雷达辐射源个体识别

doi: 10.3724/SP.J.1146.2008.01406

Specific Emitter Identification Based on Ambiguity Function

  • 摘要: 雷达辐射源个体识别是现代电子情报和电子支援系统的重要研究内容。本文在辐射源个体特征分析的基础上,提出了一种基于模糊函数的辐射源个体识别算法。针对模糊函数的冗余性,分别利用模糊函数切片和局部模糊函数切片表征雷达的细微差异与个体特征,并推导了局部模糊函数切片的快速算法。仿真实验验证了提出算法对于辐射源个体特征提取和识别的可行性和有效性。
  • Jan M. Specific emitter identification. 2008 internationalradar symposium, Wroclaw, Poland, May 2008: 1-4.[2]Kawalec A and Owczarek R. Specific emitter identificationusing intrapulse data. Proceedings of 15th InternationalConference on Microwaves, Radar and WirelessCommunications, Wroclaw, Poland, May 2004, 2: 435-438.[3]刘庆云, 陆飞飞, 朱伟强, 等. 辐射源细微特征用于个体识别的可行性分析. 航天电子对抗, 2008, 24(2): 40-42.Liu Qing-yun, Lu Fei-fei, and Zhu Wei-qiang, et al..Feasibility analysis of emitter identification based on emitterfine features. Aerospace Electronic Warfare, 2008, 24(2):40-42.[4]张国柱, 黄可生, 姜文利, 等. 基于信号包络的辐射源细微特征提取方法. 系统工程与电子技术, 2006, 26(6): 795-798.Zhang Guo-zhu, Huang Ke-sheng, and Jiang Wen-li, et al..Emitter feature extract method based on signal envelope.Systems Engineering and Electronics, 2006, 26(6): 795-798.[5]蔡忠伟, 李建东. 基于双谱的通信辐射源个体识别. 通信学报,2007, 28(2): 75-79.Cai Zhong-wei and Li Jian-dong. Study of transmitterindividual identification based on bispectra. Journal onCommunications, 2007, 28(2): 75-79.[6]关欣, 何友, 衣晓. 基于灰关联分析的雷达辐射源识别方法研究. 系统仿真学报, 2004, 16(11): 2601-2607.Guan Xin, He You, and Yi Xiao. A novel radar emitterrecognition approach based on gray correlation analysis.Journal of System Simulation, 2004, 16(11): 2601-2607.[7]张国柱, 黄可生, 周一宇, 等. 基于加权AVA 的SVM 辐射源识别算法研究. 信号处理. 2006, 22(3): 357-360.Zhang Guo-zhu, Huang Ke-sheng, and Zhou Yi-yu, et al.. Amethod of radiator identification based on weighted AVAtechnique. Signal Processing, 2006, 22(3): 357-360.[8]Shieh Ching-sung and Lin Chin-teng. A vector neuralnetwork for emitter identification[J].IEEE Transactions onAntennas and Propagation.2002, 50(8):1120-1127[9]Brambilla A. Method for simulating phase noise in oscillator[J].IEEE Transactions on circuits and system-I: FundamentalTheory and Applications.2001, 48(11):1318-1325[10]Dudczyk J, Matuszewski J, and Wnuk M. Applying theradiated emission to the specific emitter identification.Proceedings of 15th International Conference on Microwaves,Radar and Wireless Communications, Wroclaw, Poland, May2004, 2: 431-434.[11]普运伟, 金炜东, 朱明, 等. 雷达辐射源信号模糊函数主脊切片特征提取方法. 红外与毫米波学报, 2008, 27(2): 133-137.Pu Yun-wei, Jin Wei-dong, and Zhu Ming, et al.. Extractingthe main ridge slice characteristics of ambiguity function forradar emitter signals. Journal of Infrared and MillimeterWaves, 2008, 27(2): 133-137.[12]O Neill J C and Williams W J. A function of time, frequency,lag, and doppler[J].IEEE Transactions on Signal Processing.1999, 47(3):789-799[13]Qazi S A and Stergioulas L K. Higher order nested Wignerdistributions: properties and applications[J].IEEETransactions on Signal Processing.2006, 54(12):4662-4674[14]Lunden J and Koivunen V. Scaled conjugate gradient methodfor radar pulse modulation estimation. Proceedings ofInternational Conference on Acoustics, Speech and SignalProcessing, Hawai'i, USA, 2007: 297-300.
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出版历程
  • 收稿日期:  2008-11-03
  • 修回日期:  2009-05-06
  • 刊出日期:  2009-11-19

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