DocumentCode
1178847
Title
Statistical characterization of the MUSIC null spectrum
Author
Lee, Harry B. ; Wengrovitz, Michael S.
Author_Institution
Atlantic Aerosp. Electron. Corp., Waltham, MA, USA
Volume
39
Issue
6
fYear
1991
fDate
6/1/1991 12:00:00 AM
Firstpage
1333
Lastpage
1347
Abstract
Statistical characterization of the MUSIC sample null spectrum is presented for an arbitrary number of (possibly) correlated emitters observed by a general array. A remarkably simple expression is developed for the spectral covariance matrix in the vicinity of the emitters. The covariance result together with prior mean spectral results support a Gaussian characterization in the neighborhood of the emitters for many scenarios. It is shown that the sample spectrum is exactly Wishart distributed in the emitter directions. The results can be utilized to quantify a variety of performance metrics. As an illustration, models based on physical parameters are constructed for the curve of probability of resolution versus signal-to-noise ratio. The models predict the curve with a high degree of accuracy for example scenarios
Keywords
signal processing; spectral analysis; statistical analysis; MUSIC null spectrum; correlated emitters; spectral covariance matrix; statistical characterisation; Covariance matrix; Entropy; Measurement; Multiple signal classification; Performance analysis; Predictive models; Probability; Sensor arrays; Signal resolution; Signal to noise ratio;
fLanguage
English
Journal_Title
Signal Processing, IEEE Transactions on
Publisher
ieee
ISSN
1053-587X
Type
jour
DOI
10.1109/78.136540
Filename
136540
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