DocumentCode :
1107040
Title :
Fast MLM power spectrum estimation from uniformly spaced correlations
Author :
Musicus, Bruce R.
Author_Institution :
MIT, Cambridge, MA, USA
Volume :
33
Issue :
5
fYear :
1985
fDate :
10/1/1985 12:00:00 AM
Firstpage :
1333
Lastpage :
1335
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;
fLanguage :
English
Journal_Title :
Acoustics, Speech and Signal Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
0096-3518
Type :
jour
DOI :
10.1109/TASSP.1985.1164696
Filename :
1164696
Link To Document :
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