Title :
Fast MLM power spectrum estimation from uniformly spaced correlations
Author :
Musicus, Bruce R.
Author_Institution :
MIT, Cambridge, MA, USA
fDate :
10/1/1985 12:00:00 AM
Abstract :
We derive a fast algorithm for calculating the Capon maximum likelihood method (MLM) power spectrum estimate when given uniformly spaced samples of the correlation function. This algorithm computes a weighted correlation of the predictor coefficients found by running Levinson recursion. The Fourier transform of the result gives the MLM spectrum. This approach also suggests an interesting new comparison between MLM and MEM.
Keywords :
Acoustics; Contracts; Frequency estimation; Maximum likelihood estimation; Monitoring; Sensor arrays; Signal processing algorithms; Space technology; Spectral analysis; Speech processing;
Journal_Title :
Acoustics, Speech and Signal Processing, IEEE Transactions on
DOI :
10.1109/TASSP.1985.1164696