Title :
Confidence intervals for the maximum entropy spectrum
Author :
Burshtein, David ; Weinstein, Ehud
Author_Institution :
Tel-Aviv University, Israel
fDate :
4/1/1987 12:00:00 AM
Abstract :
We present a computationally efficient method of calculating confidence intervals for the maximum entropy (ME) or autoregressive (AR) spectrum, based on new theoretical considerations. The method is consistent with the well-known asymptotic results, and it can be incorporated under certain assumptions into the Levinson-Durbin recursion. The method is also extended to ME wavenumber estimation.
Keywords :
Discrete Fourier transforms; Entropy; Filters; Helium; Parameter estimation; Predictive models; Probability; Spectral analysis; Systems engineering and theory; Transfer functions;
Journal_Title :
Acoustics, Speech and Signal Processing, IEEE Transactions on
DOI :
10.1109/TASSP.1987.1165156