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
Link To Document :
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