非线性系统中二次相位耦合的高分辨率估计

M. Raghuveer
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引用次数: 4

摘要

提出了一种新的二次非线性相位耦合估计方法。该方法不同于双相干估计的周期图方法,可用于需要高分辨率频率和双频估计的情况。最小二乘拟合是在正弦信号的自相关和三阶矩序列的表达式与相应的自相关和三阶矩的估计之间进行的。然后从最小二乘拟合的结果估计二次非线性对双频的贡献的功率的分数。仿真实例也说明了该方法。
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High Resolution Estimation of Quadratic Phase Coupling in Nonlinear Systems
A new approach for estimating phase coupling due to quadratic nonlinearity is developed. The method is different from the periodogram approaches to bicoherence estimation and can be used in situations where high resolution frequency and bifrequency estimation are required. Least squares fitting is done between expressions for the autocorrelation and third moment sequences of sinusoidal signals and corresponding estimates of autocorrelation and third moments from samples of the process under consideration. The fraction of the power contributed by quadratic nonlinearity to bifrequencies is then estimated from the result of the least squares fit. Simulation examples illustrating the approach are also presented.
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