Analysis of joint angle-frequency estimation using ESPRIT

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...

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Veröffentlicht in:IEEE transactions on signal processing 2003-05, Vol.51 (5), p.1264-1283
Hauptverfasser: Lemma, A.N., van der Veen, A.-J., Deprettere, E.F.
Format: Artikel
Sprache:eng
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Zusammenfassung: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.
ISSN:1053-587X
1941-0476
DOI:10.1109/TSP.2003.810306