双谱密度函数的相容估计并用于带噪声非Gauss序列的谱估计

THE CONSISTENT ESTIMATOR OF BISPECTRUM DENSITY FUNCTION AND SPECTRAL ESTIMATION OF NONGAUSSIAN SERIES WITH ADDITIVE NOISE

  • 摘要: 本文首先讨论了数据加窗情形下的双语密度函数估计及其相容性。然后讨论了在噪声情形下,非Gauss序列的语密度估计及其相容性。最后,给出了几个模拟计算例子,并同极大熵方法进行了比较。

     

    Abstract: Many papers have dealt with constructing and investigating higher order spectral density. Here we discuss the bispectrum estimator with data window, and this is different from previous papers. We construct the estimator as(1.13) and prove its consistency(see (1.20) and (1.21)). We also deal with the problem of spectral estimasion of a non Gaussian series with additive noise using bispectrum inalysis method. The consistency of the estimator is proved(see Theorem 2.1). Finally, several Monte-Carlo simulations are given in this paper and compare them with the Maximum Entropy method.

     

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