期刊文献+

应用非线性微分方程组实现弱信号检测

Detection of a Weak Signal by Using a Group of Nonlinear Differential Equations
下载PDF
导出
摘要 为了检测相位随机分布的微弱正弦信号,提出了采用非线性微分方程组的检测方法。N个方程的策动力初相等间隔设置,每个方程均设置在临界混沌状态,将被检测信号加入到各方程中进行运算,当相位随机分布的微弱正弦信号出现时,至少有一个方程会进入周期态从而检测出信号。利用Mel'nikov定理证明了该方法的可行性。数值实验表明利用16个方程同时检测能将信噪比为-90dB的随相弱正弦信号检测出来。 In order to detect the phasely random weak sinusoidal signal, a new method of using a group of nonlinear differential equations to realize the detection is presented. The intervals of the initial phases of the driving forces are set equal, every equation is set in critical chaotic state, add the signal to be detected into every equation, when the phasely random weak sin signal does appear, at least one of the equations will go into periodical state thus the signal is detected out. The feasibility of this method is proved using Mel'nikov theorem. Computer simulation indicates that the phasely random sin signal whose SNR = -90 dB can be detected out by using 16 nonlinear differential equations.
出处 《四川大学学报(工程科学版)》 EI CAS CSCD 北大核心 2005年第2期139-142,共4页 Journal of Sichuan University (Engineering Science Edition)
关键词 信号检测 混沌 随机相位 弱信号 Chaos theory Computer simulation Differential equations Nonlinear equations
  • 相关文献

参考文献6

  • 1李月,杨宝俊,石要武,项阳,邓小英.纳伏级正弦信号的混沌检测方法研究[J].通信学报,2003,24(4):25-30. 被引量:28
  • 2Birx D L. Chaotic oscillators and CMFFNS for signal detection in noise enviromnents [J ]. IEEE International Joint Conference on neural networks, 1992,(2):881 - 888.
  • 3Wang Guanyu,Chen Dajun,Lin Jianya, et al. The application of oscillators to weak signal detection[J]. IEEE Trans on Industrial Electronics, 1999, 46(2) : 440 - 444.
  • 4Giannakis G B, Tsatsanis M K. Signal detection and classification using matched filtering and higher order statistics[ J]. IEEE Trans on ASSP, 1990, 38(7) : 1284 - 1296.
  • 5Robert J. Approximation of nonlinear systems with radial basis function neural networka[J], IEEE Tram on Networka, 2001,12 (1):10- 12.
  • 6Li Wei,Jia Huiho, Gu Qitai. Application of wavdet transforms for real-time detection of weak radar signals[J]. Journal of Tsinghua University (Sci&Tech), 2000, 40(5): 50 - 53.

二级参考文献6

  • 1刘曾荣.混沌的微扰判据[M].上海:上海科技教育出版社,1992..
  • 2DAI Y S.Performance analysis of cross-spectral density estimator and its application[J]. Int Electromics, 1991,71 (1):45-53.
  • 3FERRI A, ALENGRIN G. Estimation of the fiequencies of a complex sinusoidal noisy signal using fourth order statistics[A]. Proc ICASSP-91 [C].Toronto,Canada, 1991. 3457-3460.
  • 4ROBERT J. Approximation of nonlinear systems with radial basis function neural networks[J].IEEE Trans on Networks, 2001,12(1):10-12.
  • 5BIRX D I.Chaotic oscillators and CMFFNS for singnal detection in noise environments[J]. IEEE International Joint Conference on neural networks, 1992,(2):881- 888.
  • 6WANG G Y, CHEN D I,LIN J Y, CHEN X.The application of chaotic oscillators to weak signal detcction[J].IEEE Trans on Induslxial Electronics, 1999, 46(2): 440-444.

共引文献27

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