基于分布式传感器信息融合的辐射源识别

被引:10
作者
李楠 [1 ,2 ]
曲长文 [1 ]
平殿发 [1 ]
苏峰 [1 ]
机构
[1] 不详
[2] 海军航空工程学院电子信息工程系
[3] 不详
[4] 中国人民解放军部队
[5] 不详
关键词
辐射源识别; 分布式传感器; 信息融合; 基本概率赋值函数; 证据理论;
D O I
10.13195/j.cd.2010.12.36.lin.020
中图分类号
TP202 [设计、性能分析与综合];
学科分类号
摘要
针对辐射源识别中基本概率赋值函数(BPAF)获取的难题,提出基于模糊集、灰关联分析和特征参数相似度的3种BPAF获取法,推演了获取BPAF的数学关系,建立了基于分布式传感器数种基本概率赋值获取法的信息融合辐射源识别模型,利用该模型进行了识别实验.识别过程中进行了多周期时域融合与分布式传感器空域融合,并在不同信噪比下与模板匹配法作识别率比较.实验对比结果表明,分布式传感器信息融合识别法是有效的,辐射源平均识别率超过90%.
引用
收藏
页码:1793 / 1798
页数:6
相关论文
共 12 条
  • [1] Applying theRelational Modeling and Knowledge Based Techniques tothe Emitter Database Design. DUDCZYK J,MATUSZEWSKI J,WNUK M. 14th Int Conf on Mi-crowaves,Radar and Wireless Communications . 2002
  • [2] Classification of Modulation Signals Using Sta-tistical Signal Characterization and Artificial Neural Networks. ABDULNASIR HOSSEN,FAKHRI AL WADAHI,JOSEPHA JERVASE. Engineering Applications of Artificial Intelligence . 2007
  • [3] Specific emitter identification (SEI) and classical parameterfusiontechnology. Langley L E. WESCON93 . 1993
  • [4] An improved SVDU-IKPCA algorithm for specific emitter identification. Xu Dan,Yang Bo,Jiang Wenli,et al. Proc of the2008IEEE Int Conf on Information and Automation . 2008
  • [5] Bayesian and Dempster-Shafer target identification for radar surveillance. Leung H, Wu J F. IEEE Transactions on Aerospace and Electronic Systems . 2000
  • [6] Specific emitter identifi-cation using intrapulse data. Adam Kawalec,Robert Owczarek. European Radar Confer-ence 2004 . 2004
  • [7] Knowledge-based signal processing for radar identification. Matuszewski J,Kawalec A. The 9th International Conference on Modern Problems of Radio Engineering, Telecommunications and Computer Science TCSET‘2008 . 2008
  • [8] Synthetic aperture radar identification based on information fusion. Li Nan,Qu Changwen,Su Feng,et al. 20092nd Asian-Pacific Conf on Synthetic Aperture Radar Proc . 2009
  • [9] Resem-blance coefficient based intrapulse feature extractionapproach for radar emitter signals[]. Gexiang Zhang,Weidong Jin,Laizhao Hu. Chinese Journalof Electronics . 2005
  • [10] Emitter target recognition based on multi-sensor data fusion of ESM and IR. WANG Jie-gui. The9th International Conference on Signal Processing Proceedings . 2008