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Direction of arrival estimation of sparse rectangular array via two-dimensional continuous compressive sensing

Authors: Jincheng Lin; Xiaochuan Ma; Chengpeng Hao; Li Jiang;

Direction of arrival estimation of sparse rectangular array via two-dimensional continuous compressive sensing

Abstract

In this paper, it is shown how 2-D continuous compressive sensing (CCS) is used to recovery the complete measurements of a uniform rectangular array from its sparse case. 2-D CCS is implemented by reweighted atomic norm minimization. Based on the recovered data covariance matrix, the 2-D directions of arrival (DOA) are estimated via the Vandermonde decomposition of Toeplitz-block-Toeplitz matrix. Further, we present an enhanced approach by enlarging the virtual aperture of a sparse rectangular array. This approach can estimate more targets than the conventional one. Some typical examples are used to show the performance of the proposed 2-D DOA estimation method.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
2
Average
Average
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