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一种定量估计混沌信号中信噪比的方法 被引量:2

A Method for Estimate the Signal to Noise Ratio (SNR) of Chaotic Signals
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摘要 通过对混沌信号的相空间重构分析,建立了一个与信噪比极其相关的统计量:用信号标准差标准化后的重构吸引子中轨迹的平均分离距离.仿真试验结果显示,对较短的混沌时间序列,该统计量可以被用作定量估计被噪声污染的混沌信号的信噪比的一个工具。 This paper established a statistic which is colsely related to the signal to noise ratio (SNR) of chaot ic signals: The average divergence distance (ADD) of the trajectories of a reconstructed attractor that is normalized by the variance of the signal. the simulation results show that this statistic can be used as a tool to quantitatively estimate the SNR of the noise corupted chaotic signal, even when it is short.
机构地区 浙江大学电机系
出处 《信号处理》 CSCD 1999年第3期226-229,211,共5页 Journal of Signal Processing
关键词 时间序列 信噪比 混沌信号 信号估计 Chaotic time seris Strange attractor Sigh to noise ratio
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参考文献1

  • 1Gao J B,Phys Lett A,1993年,181卷,153页

同被引文献15

  • 1杨志安,王光瑞.Rossler系统延迟时间的确定[J].非线性动力学学报,1995,2(2):127-134. 被引量:5
  • 2杨福生.小波变换的工程分析与应用[M].北京:科学出版社,2000..
  • 3贾世楼.信息论理论基础[M].哈尔滨:哈尔滨工业大学出版社,2001..
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  • 6Dixiong Yang. Convergence Analysis of First Order Reliability Method Using Chaos Theory[J]. Computers and Structures,2006,84:563 - 571.
  • 7Zuo X Q. A Chaos Search immune Algorithm with Its Application to Neuro- fuzzy Controller Design[J]. Chaos, Selitons and Fractals, 2006,30 : 94 - 109.
  • 8Chunbiao Gan. Noise - induced Chaos in a Quadratically Nonlinear Oscillator[J]. Chaos, Solitons and Fractals,2006, 30:920- 929.
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  • 10Samuel Bowong. Synchronizing Chaotic Dynamics with Uncertainties Using a Predictable Synchronization Delay Design [J]. Communications in Nonlinear Science and Numerical Simulation, 2006,11 : 973 - 987.

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