DocumentCode
887016
Title
The Cramer-Rao lower bound for directions of arrival of Gaussian cyclostationary signals
Author
Schell, Stephan V. ; Gardne, William A.
Author_Institution
Dept. of Electr. Eng. & Comput. Sci., California Univ., Davis, CA, USA
Volume
38
Issue
4
fYear
1992
fDate
7/1/1992 12:00:00 AM
Firstpage
1418
Lastpage
1422
Abstract
The Cramer-Rao lower bound on the variance of estimates of directions of arrival, signal strengths, and carrier frequencies and phases of cyclostationary signals arriving at an array is considered. Numerical evaluations of the bound for the estimates of directions of arrival show that it can be orders of magnitude lower than the corresponding bound for stationary signals, despite the great number of unknown parameters in the former case. Comparisons with the mean squared error of direction estimates obtained by the cyclic least squares algorithm show that the bound is not overly optimistic
Keywords
parameter estimation; signal processing; Cramer-Rao lower bound; Gaussian cyclostationary signals; array processing; carrier frequencies; carrier phase; cyclic least squares algorithm; directions of arrival; parameter estimation; sensor array; signal strengths; Autocorrelation; Direction of arrival estimation; Frequency estimation; Frequency shift keying; Gaussian noise; Phase estimation; Phase noise; Phased arrays; Sensor arrays; Signal processing;
fLanguage
English
Journal_Title
Information Theory, IEEE Transactions on
Publisher
ieee
ISSN
0018-9448
Type
jour
DOI
10.1109/18.144730
Filename
144730
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