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Adaptive beamforming based on theoretical interference-plus-noise covariance and direction-of-arrival estimation

机译:基于理论干扰加噪声协方差和到达方向估计的自适应波束形成

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摘要

A simple and effective adaptive beamforming technique is proposed for uniform linear arrays, which are based on projection processing for covariance matrix construction and desired-signal steering vector estimation. The optimal minimum variance distortion-less response beamformer is closely achieved through approximating the interference-plus-noise covariance matrix by utilising the eigenvalue decomposition of the received signal's covariance matrix. Moreover, the direction-of-arrival (DOA) of the desired signal is estimated by maximising the beamformer output power in a certain angular sector. In particular, the proposed beamformer utilises the aforementioned DOA in order to estimate the desired-signal's steering vector for general steering vector mismatches. Simulation results indicate the better performance of the proposed method in the presence of the different errors compared with some of the recently introduced techniques.
机译:针对均匀线性阵列,提出了一种简单有效的自适应波束形成技术,该技术基于协方差矩阵构造和期望信号转向矢量估计的投影处理。通过利用接收信号的协方差矩阵的特征值分解来近似干扰加噪声协方差矩阵,可以紧密实现最佳的最小方差无失真响应波束形成器。此外,通过在特定角度扇区中最大化波束形成器的输出功率来估计所需信号的到达方向(DOA)。特别地,所提出的波束形成器利用前述DOA以便针对一般的转向向量失配来估计期望信号的转向向量。仿真结果表明,与最近引入的一些技术相比,该方法在存在不同错误的情况下具有更好的性能。

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