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A two-dimensional arrival angles estimation for L-shaped array based on tensor decomposition
DOI:10.1016/j.aeue.2015.01.001.png)
摘要
En 中文
This paper discusses the method of Two-Dimensional Angle-Of-Arrival (2-D AIDA) estimation of an L-shaped array based on a tensor decomposition algorithm. The proposed method achieves a high-resolution performance with the assistance of the multiple invariance modeling and the uniqueness property of tensor decomposition. Not only for uncorrelated signals, the tensor-decomposition-based method is also capable to process coherent signals. The authors adopt a modified L-shaped array configuration in which the azimuth and elevation angles can be exploited independently. Moreover, by such configuration, the Cross Correlation Matrix (CCM) is employed to accomplish pair-matching between estimated parameters of both axes. Numerical simulations verified the effectiveness of the proposed method. (C) 2015 Elsevier GmbH. All rights reserved.
Keyword:
Tensor decomposition
L-shaped array
Vandermonde constraint
Pair-matching
CCM
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