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POWER SPECTRAL DENSITY ESTIMATION BY SPLINE SMOOTHING IN THE FREQUENCY DOMAIN

机译:频域样条平滑的功率谱密度估计

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摘要

An approach, based on a global averaging procedure, is presented for estimating the power spectrum of a second order stationary zero-mean Ergodic stochastic process from a finite length record. This estimate is derived by smoothing, with a cubic smoothing spline, the naive estimate of the spectrum obtained by applying FFT techniques to the raw data. By means of digital computer simulated results, a comparison is made between the featurcs of the present approach and those of more classical techniques of spectral estimation.

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