DOA estimation algorithm for non-circular signal by a large-spacing array with auxiliary element

In this paper, a direction of arrival (DOA) estimation algorithm for non-circular signal by a large-spacing uniform array with an auxiliary element has been presented. The auxiliary element is placed away from the last element of the large-spacing uniform array. The spacing between arbitrary two elements of the whole array is not limited by the half-wavelength of the signal. Firstly, two initial signal subspaces corresponding to the large-spacing uniform array and two row vectors corresponding to the auxiliary element are obtained by eigenvalue decomposition (EVD) of the correlation matrix. The two row vectors are expanded into two virtual signal subspaces by using the two initial signal subspaces. Then, the relationship between the virtual signal subspaces and the initial signal subspaces are used to form a high-dimensional signal subspace corresponding to a uniform linear array with half-wavelength spacing. Finally, DOA estimation can be got by using the estimation of signal parameters via the rotational invariance techniques (ESPRIT) algorithm. Compared with the traditional ESPRIT algorithm and non-circular ESPRIT (NC-ESPRIT) algorithm based on a conventional uniform linear array, the proposed algorithm has higher accuracy for DOA estimation and stronger robustness to the mutual coupling.

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Publication Details

Journal
Scientific Reports
Published
2024-12-28
DOI
https://doi.org/10.1038/s41598-024-81719-x
Citations
1
Primary Topic
Direction-of-Arrival Estimation Techniques
Type
article
Field-Weighted Citation Impact
0.35

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article

DOA estimation algorithm for non-circular signal by a large-spacing array with auxiliary element

Sheng Liu, Jing Zhao, Decheng Wu
1 citations
Scientific Reports
Direction-of-Arrival Estimation Techniques
0.35
article

DOA estimation algorithm for non-circular signal by a large-spacing array with auxiliary element

Sheng Liu, Jing Zhao, Decheng Wu
article en
1 citations

Abstract

In this paper, a direction of arrival (DOA) estimation algorithm for non-circular signal by a large-spacing uniform array with an auxiliary element has been presented. The auxiliary element is placed away from the last element of the large-spacing uniform array. The spacing between arbitrary two elements of the whole array is not limited by the half-wavelength of the signal. Firstly, two initial signal subspaces corresponding to the large-spacing uniform array and two row vectors corresponding to the auxiliary element are obtained by eigenvalue decomposition (EVD) of the correlation matrix. The two row vectors are expanded into two virtual signal subspaces by using the two initial signal subspaces. Then, the relationship between the virtual signal subspaces and the initial signal subspaces are used to form a high-dimensional signal subspace corresponding to a uniform linear array with half-wavelength spacing. Finally, DOA estimation can be got by using the estimation of signal parameters via the rotational invariance techniques (ESPRIT) algorithm. Compared with the traditional ESPRIT algorithm and non-circular ESPRIT (NC-ESPRIT) algorithm based on a conventional uniform linear array, the proposed algorithm has higher accuracy for DOA estimation and stronger robustness to the mutual coupling.

Scientific ReportsVol. 14(1)
Chongqing University of Posts and Telecommunications (CN), Tongren University (CN)
National Natural Science Foundation of China, Guizhou Science and Technology Department, Chongqing Municipal Education Commission
Openalex Percentile: Top 40%
Direction-of-Arrival Estimation Techniques
0.35
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DOA estimation algorithm for non-circular signal by a large-spacing array with auxiliary element — Sheng Liu, Jing Zhao, et al. · Scientific Reports (2024) | TGRS Research Map | TGRS