DocumentCode :
1183402
Title :
Analysis of joint angle-frequency estimation using ESPRIT
Author :
Lemma, Aweke N. ; Van der Veen, Alle-Jan ; Deprettere, Ed F.
Author_Institution :
Dept. of Inf. Technol., Delft Univ. of Technol., Netherlands
Volume :
51
Issue :
5
fYear :
2003
fDate :
5/1/2003 12:00:00 AM
Firstpage :
1264
Lastpage :
1283
Abstract :
High-resolution parameter estimation techniques have been applied to jointly estimate multiple signal parameters. we consider the problem of determining the directions and center frequencies of a number of narrowband sources in a band of interest. We present a joint angle-frequency estimation method, based on the multidimensional ESPRIT algorithm. A perturbation error analysis gives bounds on the parameter estimates and provides optimal values for the temporal and spatial smoothing parameters. The analysis is shown to be consistent with simulation results.
Keywords :
array signal processing; direction-of-arrival estimation; error analysis; frequency estimation; signal resolution; smoothing methods; Cramer-Rao lower bounds; DOA; antenna array; center frequencies; direction-of-arrival estimation; high-resolution parameter estimation; joint angle-frequency estimation; multidimensional ESPRIT algorithm; multiple signal parameters estimation; narrowband source direction; parameter estimates bound; perturbation error analysis; signal processing; simulation results; spatial smoothing parameters; temporal smoothing parameters; uniform linear array; Delay estimation; Direction of arrival estimation; Frequency estimation; Information technology; Multidimensional systems; Narrowband; Parameter estimation; Phase estimation; Phased arrays; Signal processing algorithms;
fLanguage :
English
Journal_Title :
Signal Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1053-587X
Type :
jour
DOI :
10.1109/TSP.2003.810306
Filename :
1194416
Link To Document :
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