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本文从修正协方差矩阵角度研究了正弦信号高分辨频率估计的特征分解法,揭示了噪声影响特征分解法的机理以及一些典型的特征分解法抑制噪声干扰的原理,得到四个很有意义的结论;通过大量计算机仿真实验研究了各主要特征分解法的性能,进一步验证了所得的结论。
In this paper, we study the eigen decomposition method of high resolution frequency estimation of sinusoidal signal from the perspective of amending covariance matrix, reveal the mechanism of eigen decomposition method of noise impact and some typical principles of eigen decomposition to suppress noise interference, and get four meaningful conclusions Through a large number of computer simulation experiments to study the performance of the main characteristic decomposition method, and further verify the conclusions obtained.