Article ID Journal Published Year Pages File Type
563597 Signal Processing 2011 5 Pages PDF
Abstract

We propose an approximation of the asymptotic variance that removes a certain discontinuity in the usual formula for the raw and the smoothed periodogram in case a data taper is used. It is based on an approximation of the covariance of the (tapered) periodogram at two arbitrary frequencies. Exact computations of the variances for a Gaussian white noise and an AR(4) process show that the approximation is more accurate than the usual formula.

► New approximation of the asymptotic variance for the smoothed tapered periodogram. ► It removes a certain discontinuity in the usual formula. ► Exact calculations show that it is more accurate than the usual formula.

Related Topics
Physical Sciences and Engineering Computer Science Signal Processing
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