Title :
Alternative interpretation of maximum entropy spectral analysis (Corresp.)
fDate :
7/1/1971 12:00:00 AM
Abstract :
Maximum entropy spectral analysis is a method for the estimation of power spectra with a higher resolution than can be obtained with conventional techniques. This is achieved by extrapolation of the autocorrelation function in such a way that the entropy of the corresponding probability density function is maximized in each step of the extrapolation. This correspondence also gives a simple interpretation of the method without entropy considerations.
Keywords :
Spectral analysis; Autocorrelation; Covariance matrix; Entropy; Extrapolation; Gaussian processes; Probability density function; Random variables; Spectral analysis; Stability;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.1971.1054660