期刊文献+

BP神经网络在雷达目标识别中的应用 被引量:5

Application of BP Neural Network in Radar Target Recognition
下载PDF
导出
摘要 针对雷达目标信号复杂多样的特点,提出了基于BP神经网络的雷达目标识别方法。BP神经网络具有学习功能,能够有效地提高雷达目标识别系统的效率。实验结果证明了该方法的有效性和实用性。 In view of the complexity and diversity of radar target signals,the method of radar target recognition based on BP neural network is presented.BP neural network has a learning function which can improve the efficiency of the radar target recognition system.The test results show that the method is effective and practical.
机构地区 中国人民解放军
出处 《电子科技》 2010年第12期18-19,共2页 Electronic Science and Technology
关键词 BP神经网络 雷达目标识别 目标特性 BP neural network radar target recognition target characteristics
  • 相关文献

参考文献4

  • 1张立明.人工神经网络的模型及其应用[M].上海:复旦大学出版社,1994..
  • 2M. Riedmiiler, H Braun. A Direct Adaptive Method for Faster Back Propagation Leaning: The RPROP Algorithm [C]. San Fraucisco: ICNN, 1993.
  • 3宋锐,张静,夏胜平,郁文贤.一种基于BP神经网络群的自适应分类方法及其应用[J].电子学报,2001,29(z1):1950-1953. 被引量:19
  • 4Guo Guirong, Yu Wenxian, Zhang Wei. An intelligence recognition method of ship targets [ J ]. Fuzzy Sets and Systems, 1990, 36:27 -36.

二级参考文献6

  • 1王继成.一个基于神经树结构的模式分类系统[J].电子学报,1997,25(7):107-110. 被引量:1
  • 2[1]Schurmann,J.Pattern Classification,A Unified Way of Statistical and Neural Approaches [M].New York:Wiley,1996.
  • 3[2]Polycarpon M M Ioannou P A.Learning and convergence analysis of neural-type structured networks [J].IEEE Trans.Neural Networks,1992,NN-3(1):39-50.
  • 4[3]Sauger T D.A tree-structured adaptive network for function approximation in high dimensional spaces [J].IEEE Trans.Neural Networks,NN-2:285-293.
  • 5[5]Harald R,Magnus S,David S.Framework for automatic target recognition optimization [R].Charles River Analytics Report.No.R96451,1997(10) :4-10.
  • 6[6]Guo Gui-rong,YU Wen-xian and ZHANG Wei.An intelligence recognition method of ship targets [J].Fuzzy Sets and Systems,1990,36:27-36.

共引文献76

同被引文献84

引证文献5

二级引证文献32

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部