基于滤波器组和高阶累积量技术的LPI信号特征检测的新方法

Abstract

Abstract: A novel method for detecting the features of LPI signals is presented in which a filter bank is combined with higher order cumulants.The significance of this technique is that it separates the LPI waveform in small frequency bands,thus providing a detailed time-frequency description of the unknown signal,and it significantly reduces the interference by add-Gaussian noises and symmetric noises so as to estimate the LPI signals feature parameter,such as FMCW,P4,accurately.The paper also gives the design of system structure and detailed mathematic description.Finally simulation results and performance analysis illustrate that the proposed method is effective and practical,even if working at the signal environment of low SNR,the detection of LPI signal feature and identification based on the modulation parameters detected is good.

CLC Number:

TN911.7

DAI Huan-yao, JIANG Hong-yu. Research on LPI signals feature detection based on parallel filter bank and higher order cumulants[J]. Journal of Systems Engineering and Electronics, 2009, 31(6): 1336-1340.

References

[1] Pace P.LPI radar[D].EC Network Centric Radar Electronic Warfare Techniques and Systems for International Students,Naval Postgraduate School,2002.
[2] Currier W.Digital receivers[M].Naval Postgraduate School,EC4700,2001.
[3] Arcasoy C C.On cross-ambiguity properties of welch-costas arrays[J].IEEE Trans.on Aerospace and ELectronic Systems,1994,30(4).
[4] Barbarossa S.Parameter estimation of spread spectrum frequency hopping signals using time frequency distribution[C]//First IEEE Signal Processing Workshop on Signal Processing Advances in Wireless Communications,1997:213-216.
[5] Jennison B K.Detection of polyphase pulse compression waveforms using t he Radon ambiguity transform[J].IEEE Trans.on Aero,and Elec.Sys.,2003,39:335-343.
[6] 袁伟明,王敏.吴顺君.低截获概率雷达信号的调制识别研究[J].信号处理,2006,22(4):153-156.
[7] Levanon N.PAF of CW signals with perfect periodic autocorrelation[J].IEEE Trans.on Aerospace and Electronic System,1992,28(2).
[8] Lima A.Analysis of low probability of intercept(LPI) signals using cyclostationary processing[R].Master of Science in System Engineering,Naval Postgraduate School,Monterey CA,2002.
[9] 袁伟明,王敏,吴顺君,等.一种新的LPI信号的截获方法[J].电波科学学报,2005,20(2):73-76.
[10] 徐海源,周一宇,黄知涛,等.一种Frank码脉压信号的检测与参数估计方法[J].系统工程与电子技术,2007,29(6):858-861.(Xu Haiyuan,Zhou Yiyu,Huang Zhitao,et al.Detection and parameter extimation method for Frank code pulse[J].Systems Engineering and Electronics,2007,29(6):858-861.)
[11] Sattar F.On detection using filter banks and higher order statistics[J].IEEE Trans.on Aerospace and Electronic System,2000,36(4).
[12] Farbook S.Nonparametric waveform estimation using fiher bank[J].IEEE Trans.on Signal Processing,1996,44(2):240-247.

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Research on LPI signals feature detection based on parallel filter bank and higher order cumulants

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