Analysis of joint angle-frequency estimation using ESPRIT

被引:183
作者
Lemma, AN [1 ]
van der Veen, AJ [1 ]
Deprettere, EF [1 ]
机构
[1] Delft Univ Technol, Dept Informat Technol, Delft, Netherlands
关键词
joint diagonalization; joint parameter estimation; multidimensional ESPRIT; multiresolution ESPRIT; shift-invariance;
D O I
10.1109/TSP.2003.810306
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 [电气工程]; 0809 [电子科学与技术];
摘要
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.
引用
收藏
页码:1264 / 1283
页数:20
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