Spectral moments from the ACF or directly from the signal

Abstract The moments of a bandlimited power spectrum can be estimated from samples of the autocorrelation function without computing the spectrum. Further, short-time estimates of the moments can be continually formed directly from the signal, circumventing ACF computation. Such fast moment computation is of interest in EEG analysis.