DocumentCode :
1275951
Title :
Spatial analysis using new properties of the cross-spectral matrix
Author :
Munier, J. ; Delisle, G.Y.
Author_Institution :
CEPHAG, Ecole Nat. Superieure d´´Ingenieurs Electr. de Grenoble, France
Volume :
39
Issue :
3
fYear :
1991
fDate :
3/1/1991 12:00:00 AM
Firstpage :
746
Lastpage :
749
Abstract :
A novel concept, called the propagator, based upon a partition of the steering vectors matrix and, correlatively, of the received signals´ cross-spectral matrix (CSM), is introduced for the characterization of source and noise subspaces without reference to the CSM eigenstructure. A localization technique can thereby be applied for uncorrelated or partially correlated sources with an arbitrary propagation model, which is directly comparable to the MUSIC algorithm. Given the signals produced by one particular source on some of the sensors, the propagator permits the extrapolation of the signals received by the remaining sensors. Various applications of this property can be found. An example is given concerning the estimation of the sensors´ complex gains
Keywords :
matrix algebra; signal processing; spectral analysis; MUSIC algorithm; arbitrary propagation model; array processing; cross-spectral matrix; extrapolation; localization technique; noise subspaces; partially correlated sources; propagator; sensor array; signal processing; spatial analysis; steering vectors matrix; uncorrelated sources; Acoustic testing; Aerodynamics; Autocorrelation; Electrons; Frequency; Laboratories; Polynomials; Signal analysis; Speech; Symmetric matrices;
fLanguage :
English
Journal_Title :
Signal Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1053-587X
Type :
jour
DOI :
10.1109/78.80863
Filename :
80863
Link To Document :
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