DocumentCode :
1879635
Title :
Theoretical resolution-threshold curve for the MUSIC algorithm
Author :
Lee, Harry B. ; Wengrovitz, Michael S.
Author_Institution :
Atlantic Aerosp. Electron. Corp., Waltham, MA, USA
fYear :
1991
fDate :
14-17 Apr 1991
Firstpage :
3313
Abstract :
An approximate statistical characterization of the MUSIC sample null spectrum is presented for an arbitrary number of (possibly) correlated emitters observed by a general array. A simple expression for the spectral covariance matrix in the neighborhood of the emitters is developed. The covariance result and prior mean spectral results support a Gaussian characterization in the neighborhood of the emitters for many scenarios. 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 :
matrix algebra; probability; spectral analysis; statistical analysis; Gaussian random variables; MUSIC algorithm; MUSIC sample null spectrum; SNR; approximate statistical characterization; correlated emitters; performance metrics; probability of resolution; resolution-threshold curve; signal-to-noise ratio; spectral covariance matrix; Additive noise; Aerospace electronics; Covariance matrix; Measurement; Multiple signal classification; Predictive models; Random variables; Sampling methods; Sensor arrays; Signal to noise ratio;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1991. ICASSP-91., 1991 International Conference on
Conference_Location :
Toronto, Ont.
ISSN :
1520-6149
Print_ISBN :
0-7803-0003-3
Type :
conf
DOI :
10.1109/ICASSP.1991.150162
Filename :
150162
Link To Document :
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