4.7 Article

Analysis of joint angle-frequency estimation using ESPRIT

Journal

IEEE TRANSACTIONS ON SIGNAL PROCESSING
Volume 51, Issue 5, Pages 1264-1283

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TSP.2003.810306

Keywords

joint diagonalization; joint parameter estimation; multidimensional ESPRIT; multiresolution ESPRIT; shift-invariance

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High-resolution parameter estimation techniques have recently been applied to jointly estimate multiple signal parameters. In this work, 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.

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