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噪声背景下雷达低速小目标检测的一种新方法

马晓岩 黄晓斌

马晓岩, 黄晓斌. 噪声背景下雷达低速小目标检测的一种新方法[J]. 电子与信息学报, 2003, 25(1): 37-43.
引用本文: 马晓岩, 黄晓斌. 噪声背景下雷达低速小目标检测的一种新方法[J]. 电子与信息学报, 2003, 25(1): 37-43.
Ma Xiaoyan, Huang Xiaobin. A new detection method for low speed and small target over noise background[J]. Journal of Electronics & Information Technology, 2003, 25(1): 37-43.
Citation: Ma Xiaoyan, Huang Xiaobin. A new detection method for low speed and small target over noise background[J]. Journal of Electronics & Information Technology, 2003, 25(1): 37-43.

噪声背景下雷达低速小目标检测的一种新方法

A new detection method for low speed and small target over noise background

  • 摘要: 该文在研究Duffing振子特性之后,基于Duffing振子与小波变换和神经网络相结合,提出了一种适用于低速小目标的Duffing振子雷达检测新方法。仿真实验表明,该检测方法能在低信噪比环境中,以低虚警率对低速目标进行有效检测。
  • D.M. Drumheller, M. L. Glasser, Detection of Chi-square fluctuating in arbitrary clutter, IEEE Trans. on Aerospace and Electronic Systems, 1997, AES-33(3), 784-794.[2]F. Gini, A cumulant-based adaptive technique for coherent radar detection in a mixture of Kdistributed clutter and Guassian disturbance, IEEE Trans. on Signal Processing, 1997, SP-45(6),1507-1519.[3]S. Haykin, T. K. Bhattacharya, Modular learning strategy for signal detection in a nonstationary environment, IEEE Trans. on Signal Processing, 1997, SP-45(6), 1619-1637.[4]B.M.Sadler, G. B. Giannakis, Keh-Shin Lii, Estimation and detection in nonGaussian noise using higher order statistics, IEEE Trans. on Signal Processing, 1994, SP-42(10), 2729-2741.[5]H. Leung, T. Lo, Chaotic radar signal processing over the sea, IEEE J. of Oceanic Engineering,1993, 18(3), 287-285.[6]H. Leung, Nonlinear clutter cancellation and detection using a memory-based predictor IEEE Trans. on Aerospace and Electronic Systems, 1996, AES-32(4), 1249-1256.[7]H. Leung, Small target detection in clutter using recursive nonlinear prediction, IEEE Trans. on Aerospace and Electronic Systems, 2000, AES-36(2), 713-718.[8]Ma Xiaoyan, Huang Xiaobin, et al., A new method for small target detection over chaotic background, Proc. of International Radar Conference, Bejing, 2001, 10, 341-344.[9]王冠宇,陈大军等,Duffing振子微弱信号检测方法的统计特性研究,电子学报,1998,26(10),38-44.[10]王冠宇,陶国良等,混沌振子在强噪声背景信号检测中的应用,仪器仪表学报,1997,18(2),209-212.[11]聂春燕,石要武,基于混沌检测信号的混沌特性判别方法的研究,计量学报,2000,21(4),308-313.[12]王海期,非线性振动,北京,高等教育出版社,1992年,60 65.[13]刘曾荣,混沌的微扰判据,上海,上海科技教育出版社,1994年,30-36.
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出版历程
  • 收稿日期:  2001-07-16
  • 修回日期:  2002-07-06
  • 刊出日期:  2003-01-19

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