Advanced Search
Volume 20 Issue 4
Jul.  1998
Turn off MathJax
Article Contents
Jiang Wenli, Zou Yanming, Ke Youan. RADAR TARGET RECOGNITION BASED ON MODULAR NEURAL NETWORKS[J]. Journal of Electronics & Information Technology, 1998, 20(4): 440-444.
Citation: Jiang Wenli, Zou Yanming, Ke Youan. RADAR TARGET RECOGNITION BASED ON MODULAR NEURAL NETWORKS[J]. Journal of Electronics & Information Technology, 1998, 20(4): 440-444.

RADAR TARGET RECOGNITION BASED ON MODULAR NEURAL NETWORKS

  • Received Date: 1997-01-23
  • Rev Recd Date: 1997-10-07
  • Publish Date: 1998-07-19
  • A new method for radar target recognition based on modular neural networks is reported in this paper.In this method,the response from an unknown target is first sent to several waveform predicators that the some BP neural networks trained by responses from known targets respectively.Then the predicator erros are inputted to a classfier using the rule of maximum a posteriori or the rule of modified minimum squared errorrs.The simulation of PC computer shows that the new method has a good performance on radar target recognition.The method also has other advantages such as easy realization,clear structure and easy expansion.
  • loading
  • Li H, Liu Z, Sun W. A new approach to pattern recognition of remote sensing image using artificial neural networks[J].in Proc. IEEE Int. Geosci. Remote Sens. Symp. (IGARSS93): Tokyo, Japan.1993, V61.2:713-715[2]Chakrabarti S, Bindal N, Theagharajan K. Robust radar target classifier using artificial neural networks. IEEE Trans. on NN, 1995, NN-6(3): 760-766.[3]Lippmann R P. An introduction to computing with neural nets. IEEE ASSP Magazine, 1987, 4(2): 4-22.[4]Anand R, Mehrotra K, Mohan K, Ranka S. Efficient classification for multiclass problems using modular neural networks. IEEE Trans. on NN, 1995, NN-6(1): 117-124.[5]Blonda P, Forgia V L, Pasquariello G, Satalino G. Feature extraction and pattern classification of remote sensing data by a modular neural system[J].Opt. Eng.1996, 35(2):536-542[6]Petridis V, Kehagias A. Modular neural networks for MAP classification of time series and the partition algorithm. IEEE Trans. on NN, 1996, NN-7(1): 73-86.[7]Felsen L B. Transient Electromagnetic Field. New York: Springer-Verlag, 1976.[8]Hilborn C G, Lainiotis D G. Optimal estimation in presence of unknown parameters. IEEE Trans. on Syst. Sci. Cybern., 1969, SSC-5(1): 38-43.[9]姜文利.雷达目标散射信号分析与目标识别:[博士学位论文].北京:北京理工大学电子工程系,1997.
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Article Metrics

    Article views (1922) PDF downloads(608) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return