Single snapshot DOA estimation algorithm based on high-order power in LDACS

被引：0
|
作者：
Wang L. [1 ]
Gao X. [1 ]
Hu X. [1 ]
Liu H. [1 ]
机构：
[1] CAAC Key Laboratory of Civil Aviation Wide Surveillance and Safety Operation Management & Control Technology, Civil Aviation University of China, Tianjin
来源：
Xibei Gongye Daxue Xuebao/Journal of Northwestern Polytechnical University | 2024年 / 42卷 / 02期
关键词：
direction of arrival(DOA) estimation; distance measuring equipment(DME); improved single snapshot high order power(ISS-HOP) algorithm; L-band digital aeronautical communication system(LDACS);
D O I：
10.1051/jnwpu/20244220362
中图分类号：
学科分类号：
摘要：
The L-band digital aeronautical communication system (LDACS) is one of the essential infrastructures for future aviation broadband communication. To address the problem of interference from adjacent high-power distance measuring equipment (DME) signals, a joint orthogonal projection interference suppression and single-snapshot sparse decomposition direction of arrival (DOA) estimation method is proposed. Firstly, the DME interference is suppressed by using the subspace projection, and then a pseudo-covariance matrix is constructed by using single-snapshot data. High-order power of the pseudo-covariance matrix is calculated, followed by singular value decomposition and sparse solution obtained using constraints to estimate the desired target. The proposed method in this paper reduces the impact of noise by utilizing high-order pseudo-covariance matrix, enabling accurate estimation of the DOA of OFDM signals with only a single snapshot. Simulation results show that the estimation accuracy by using ISS-HOP-L1-SVD algorithm is better than that via ISS-HOP-MUSIC algorithm. This method can effectively suppress DME interference and improve the performance of the OFDM receiver. ©2024 Journal of Northwestern Polytechnical University.
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页码：362 / 367
页数：5
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