• 中国科技核心期刊
  • Scopus收录期刊
  • DOAJ收录期刊
  • JST收录期刊
  • Euro Pub收录期刊
Volume 16 Issue 5
 
Turn off MathJax
Article Contents
Article Navigation >  Journal of Unmanned Undersea Systems  > 2008  >  16(5): 055-59
CHEN Jun, Wang Ru-hang. Evaluation of Anti-Torpedo Operational Effectiveness for Acoustic Decoy Based on LMBP Neural Network[J]. Journal of Unmanned Undersea Systems, 2008, 16(5): 055-59. doi: 10.11993/j.issn.1673-1948.2008.05.015
Citation: CHEN Jun, Wang Ru-hang. Evaluation of Anti-Torpedo Operational Effectiveness for Acoustic Decoy Based on LMBP Neural Network[J]. Journal of Unmanned Undersea Systems, 2008, 16(5): 055-59. doi: 10.11993/j.issn.1673-1948.2008.05.015
shu

Evaluation of Anti-Torpedo Operational Effectiveness for Acoustic Decoy Based on LMBP Neural Network

doi: 10.11993/j.issn.1673-1948.2008.05.015

  • College of Marine Engineering,Northwestern Polytechnical University, Xi′an Shaanxi,710072 China

  • Received Date: 2008-01-02
  • Rev Recd Date: 2008-01-23
  • Publish Date: 2008-10-30
    Abstract
  • To better evaluate anti-torpedo operational effectiveness for various acoustic decoys some effectiveness evaluation factors are presented and analyzed according to the actual condition. Combining Delphi and simulation experiment, back propagation(BP) artificial neural network based on Levenberg-Marquardt (LM) algorithm is applied to evaluate anti-torpedo operational effectiveness for acoustic decoys. Traingdx algorithm and LM algorithm are compared and analyzed, and the latter shows faster training speed and smaller errors. By comparing the counterwork effects of two kinds of acoustic decoys, the evaluation method based on BP neural network is proved to be more feasible.

     

    • FullText(HTML)
  • loading
    • References(5)
  • [1]
    姚蓝,刘平香.反鱼雷水声对抗技术的现状与发展[J].声学技术,2001,20(4):183-187
    [2]
    陈春玉,王岚.反鱼雷技术[M].北京:国防工业出版社,2006
    [3]
    黄俊,张斌,鲁艺.基于改进BP网络的武器效能评估专家系统[J].电光与控制,2005,12(4):28-31
    [4]
    杜栋,庞庆华.现代综合评价方法与案例精选[M]. 北京：清华大学出版社，2005
    [5]
    闻新,周露,李翔,等.MATLAB神经网络仿真与应用[M].北京:科学出版社,2003.
    • Relative Articles
    • Supplements(0)
    • Cited By
  • 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
    Get Citation
    PDF
    XML

    Article Metrics

    Article Views(1639) PDF Downloads(738) Cited by()
    Proportional views
    Related
    Service
    Subscribe
    Copyright：陕ICP备09015163号Address:No. 96, Jinye Road, Xi'an, Shaanxi
    Code：710077Tel: 029-88327279QQ: 767358370
    Email: bianjibu705@sohu.com 767358370@qq.com
    Email Alert RSS
    Taobao
    Micro

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return