波束赋形
自适应波束形成器
到达方向
计算机科学
算法
协方差矩阵
信噪比(成像)
噪音(视频)
控制理论(社会学)
电信
人工智能
天线(收音机)
控制(管理)
图像(数学)
作者
Lin Chang,Hua Yang,T. Aaron Gulliver,Shizhe Tan,Yan Wang
出处
期刊:IEEE Access
[Institute of Electrical and Electronics Engineers]
日期:2022-01-01
卷期号:10: 61201-61212
被引量:1
标识
DOI:10.1109/access.2022.3165038
摘要
Direction-of-arrival (DOA) mismatch can degrade the performance of adaptive beamforming algorithms. Thus, a projection method is proposed to correct this mismatch. In a beamforming algorithm, the DOA error is usually regarded as a steering vector error which is corrected using a steering vector optimization algorithm. This approach can provide an optimal steering vector but ignores the actual DOA estimate. The proposed algorithm provides correction after DOA estimation but before beamforming to improve both the DOA estimation accuracy and beamforming gain. First, the signal-to-noise ratio (SNR) of the signal is estimated and used to regularize the covariance matrix. Then, an estimated steering vector with DOA close to the true value is determined based on a minimum number of projections. Numerical results are presented to verify the effectiveness of the proposed method for DOA estimation correction. In most cases, this method improves the performance of the beamforming algorithms without changing them.
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