DocumentCode :
894533
Title :
Direction finding for wide-band signals using an interpolated array
Author :
Friedlander, Benjamin ; Weiss, Anthony J.
Author_Institution :
Dept. of Electr. & Comput. Eng., California Univ., Davis, CA, USA
Volume :
41
Issue :
4
fYear :
1993
fDate :
4/1/1993 12:00:00 AM
Firstpage :
1618
Lastpage :
1634
Abstract :
The authors derive a new direction-finding algorithm for multiple wideband signals received by an arbitrary array and analyze its performance. Using an interpolation technique, they generate a set of virtual arrays, each for a different frequency band, having the same array manifold. The convergence matrices of these arrays are added to produce a composite covariance matrix. Direction-of-arrival (DOA) estimates are obtained by eigendecomposition of this composite covariance matrix using the narrowband MUSIC algorithm or its variants. Closed-form expressions for the asymptotic covariance matrix of the DOA estimation errors are derived using a perturbation analysis, evaluated for specific cases, and compared with the Cramer-Rao lower bound. Special attention is given to correlated and coherent signals. The formulas for the error covariance are quite general and can be modified to provide results for other wideband DOA estimation algorithms
Keywords :
array signal processing; eigenvalues and eigenfunctions; interpolation; matrix algebra; perturbation techniques; DOA estimation errors; array signal processing; asymptotic covariance matrix; coherent signals; composite covariance matrix; convergence matrices; correlated signals; direction-finding algorithm; eigendecomposition; interpolated array; multiple wideband signals; narrowband MUSIC algorithm; perturbation analysis; virtual arrays; Algorithm design and analysis; Convergence; Covariance matrix; Direction of arrival estimation; Frequency; Interpolation; Navigation; Performance analysis; Signal analysis; Wideband;
fLanguage :
English
Journal_Title :
Signal Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1053-587X
Type :
jour
DOI :
10.1109/78.212735
Filename :
212735
Link To Document :
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