基于和差波束的波束空间最大似然算法用于高程估算

IF 1.9 3区 计算机科学 Q3 AUTOMATION & CONTROL SYSTEMS Journal of Systems Engineering and Electronics Pub Date : 2024-07-04 DOI:10.23619/jsee.2024.000057
Sheng Chen, Yongbo Zhao, Yili Hu, Xiaojiao Pang
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引用次数: 0

摘要

用于多径环境下高程估计的波束空间超分辨率方法,尤其是波束空间最大似然(BML)算法,已经引起了广泛关注。然而,在超分辨率方法中很少使用差分波束,尤其是在低海拔估计中。差波束中的目标空域信息与和波束中的目标空域信息不同。而且使用差分波束不会明显增加系统和算法的复杂性。因此,本文将差分波束应用于波束成形器,以提高 BML 算法的仰角估计性能。而且波束的方向和数量可以根据实际需要进行调整。分析了所提算法的理论目标仰角均方根误差(RMSE)和计算复杂度。最后,计算机仿真和实际数据处理结果证明了所提算法的有效性。
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Beamspace Maximum Likelihood Algorithm Based on Sum and Difference Beams for Elevation Estimation
Beamspace super-resolution methods for elevation estimation in multipath environment has attracted significant attention, especially the beamspace maximum likelihood (BML) algorithm. However, the difference beam is rarely used in super-resolution methods, especially in low elevation estimation. The target airspace information in the difference beam is different from the target airspace information in the sum beam. And the use of difference beams does not significantly increase the complexity of the system and algorithms. Thus, this paper applies the difference beam to the beamformer to improve the elevation estimation performance of BML algorithm. And the direction and number of beams can be adjusted according to the actual needs. The theoretical target elevation angle root means square error (RMSE) and the computational complexity of the proposed algorithms are analyzed. Finally, computer simulations and real data processing results demonstrate the effectiveness of the proposed algorithms.
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来源期刊
Journal of Systems Engineering and Electronics
Journal of Systems Engineering and Electronics 工程技术-工程:电子与电气
CiteScore
4.10
自引率
14.30%
发文量
131
审稿时长
7.5 months
期刊介绍: Information not localized
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