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BD-CVSA: A Broadband Direction Finding Method Based on Constructing Virtual Sparse Arrays
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DOI：10.1016/j.sigpro.2023.109160.png)
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摘要
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As the electromagnetic environment becomes more complex, radio direction finding systems need to cover a wide frequency range. However, the phase ambiguity of high frequency limits the development of broadband direction finding technology. The existing methods in solving the phase ambiguity problem heavily rely on designing the precise actual sparse array structure by theoretical derivation, which is expensive and time-consuming. To solve this problem, we propose a broadband direction finding method based on constructing virtual sparse arrays. First, we perform the convolutional operation on the direction feature matrix to achieve the weighted summation of the original baselines, which generates numerous virtual array elements and virtual baselines with different directions. The virtual array elements are combined to form virtual sparse arrays with different aperture sizes. Second, we optimize the parameters through the error backpropagation algorithm and obtain the optimal combination of virtual sparse arrays, which eliminates the phase ambiguity. Meanwhile, the virtual sparse arrays can maintain the advantages of sparse arrays, which can accomplish high-precision broadband direction finding. The experimental results demonstrate that the proposed method can solve the phase ambiguity problem effectively. It has high accuracy and strong robustness in simulation environment. (c) 2023 Elsevier B.V. All rights reserved.
Keyword:
Phase ambiguity
Virtual sparse array
Array optimization
Aperture
Broadband direction finding
期刊
IF:
3.6
论文数:
10.0K
被引数:
1.7W
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