期刊文献+

基于运动轨迹的动目标识别

Underwater target recognition based on trajectory
下载PDF
导出
摘要 对抗静止的声诱饵干扰器材的方法有数种,本文主要研究的是一种基于鱼雷和目标运动轨迹的动目标识别方法。文章中首先论述了基于小波神经网络的目标、鱼雷运动轨迹的平滑处理方法,并给出了利用小波神经网络平滑方法对实航轨迹的平滑结果,通过平滑后可清晰地给出目标的航行轨迹,处理结果显示该方法可以保证准确的识别运动目标。 There are many methods to acoustic counter a static sound of jammer or decoy. This paper put emphasis on recognition method of motion target based on torpedo and target motion trajectory. Subsequently the article study a new smoothing algorithm of torpedo trajectory based on wavelet neural network. Then this paper presents smoothing results. They can help us to clearly identify target real trajectory. Numerical test results show that the algorithm is capable of determining the moving target from the static sound of jammers.
出处 《舰船科学技术》 北大核心 2005年第3期41-45,共5页 Ship Science and Technology
关键词 运动轨迹 神经网络 小波变换 目标识别 特征提取 motion trajectory neural network wavelet transform underwater target identification feature extraction
  • 相关文献

参考文献5

  • 1ENGEL J. A simple wavelet approach to nonparametric regression from recursive partitioning schemes [J]. Journal of Multivariate Analysis, 1994, 49:242 - 254.
  • 2FAN JIANQING , LIN SHENG KUEI. Test of significance when data are curves[J]. Journal of the American Statistical Association, 1998,93:1007 - 1021.
  • 3UDITSKY. Wavelet estimators: Adapting to unknown smoothness[J]. Mathematical Methods of Statistics. 1997,6:1 -25 .
  • 4LEE S W,KIM C H, MA HONG , TANG Y Y. Multiresolution recognition of unconstrained handwritten numerals with wavelet transform and multilayer cluster neural network[J]. The Journal of the Pattern Recognition Society,1996,29:1953 - 1961.
  • 5LIU HUOWANG , PAN YIMIN , CHENG XIMING. Rate of wavelet approximation of stochastic processes [ J ]. Stochastic Analysis and Applications, 1998,16:325 - 338.

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