期刊文献+

基于SG-Alpha稳定分布模型的雷达目标Rao检测方法

Rao statistical test for radar targets based on SG-Alpha stable distribution
下载PDF
导出
摘要 非高斯相关杂波背景下的目标检测具有重要的实际意义,但在该背景下建立似然比检测模型非常困难。以SG-Alpha(subGaussian-Alpha)稳定分布作为非高斯相关杂波分布模型,导出了雷达目标的Rao检测模型。该模型适应于一般非高斯相关杂波下的目标检测,且易于实现。仿真及实测数据验证表明,在非高斯相关杂波条件下本文提出的方法明显优于传统的检测方法。 In relative non-Gaussian clutter backgrounds, one of the difficulties on radar target detection is to establish a likelihood ratio test model. Based on the SG-Alpha(subGaussian-Alpha)stable distribution model, a Rao statistical test method on radar targets is established. This method is applicable to detect moving targets in normal relative non-Gaussian clutter, and it can be implemented easily. Simulations and real data results show that the novel method is obviously superior to traditional methods in relative non-Gaussian clutter.
出处 《系统工程与电子技术》 EI CSCD 北大核心 2012年第2期287-291,共5页 Systems Engineering and Electronics
基金 国家自然科学基金(60872156 61179014)资助课题
关键词 雷达目标检测 Rao检测 SG—Alpha稳定分布 非高斯杂波 radar target detection Rao test subGaussian-Alpha stable distribution non-Gaussian clutter
  • 相关文献

参考文献1

二级参考文献8

  • 1周晓峰,杨建军.反辐射导弹发展的新趋势及其对抗措施分析[J].飞航导弹,2006(4):3-6. 被引量:17
  • 2Haykin S, Bakker R, Currie B W. Uncovering nonlinear dynamics-the case study of sea clutter[J]. Proc. of IEEE, 2002, 90 (5) :648- 653.
  • 3Li Hongbin, Kwang June Sohn, Himed B. The PAMF detector is a parametric rao test[J]. Signals, Systems and Computers, Conference Record of the Thirty-Ninth Asilomar Conference, 2005:1311 - 1315.
  • 4Steven M.Kay.统计信号处理基础[M].罗鹏飞,张文明,等,译,北京:电子工业出版社,2006:598-629.
  • 5Kwang June Sohn, Hongbin Li, Himed B. Multichannel parametric rao detector[C]///Acoustics, Speech and Signal Processing, 2006: 1101 - 1104.
  • 6Baggenstoss Paul M, Kay Steven M. An adaptive detector for deterministic signals in noise of unknown spectra using the rao test[J]. IEEE Trans. on Signal Processing, 1992, 40(6) :1460 - 1468.
  • 7Kelly E J. An adaptive detection algorithm[J]. IEEE Trans. on AES, 1986,22:115-127.
  • 8陈建春,耿富录,徐少莹.基于自适应线性预测滤波的反辐射导弹检测技术[J].电子学报,2001,29(6):755-757. 被引量:19

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