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An optimal robust adaptive beamforming in the presence of unknown mutual coupling

机译:在未知相互耦合的情况下,最佳鲁棒自适应波束形成

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An optimal robust adaptive beamformer in the presence of unknown mutual coupling is proposed. In this proposed beamformer, envelopes of the received signals in the presence of unknown mutual coupling and their corresponding powers can be estimated by utilizing the Toeplitz characteristics of the mutual coupling matrix. Both of them are used to reconstruct the interference-plus-noise covariance matrix in a novel expression. A subspace orthogonal to the interference space can be obtained by performing the eigenvalue decomposition on this reconstructed matrix. Hence, the desired signal and the noise are retained by projecting the observed data to this orthogonal space. Finally, the optimal weight vector is obtained by passing the desired signal with the maximum output power criterion. The proposed method maintains excellent performance in the presence of unknown mutual coupling and the simulation results are consistent with the theoretical analysis.
机译:提出了在存在未知相互耦合的情况下的最佳鲁棒自适应波束形成器。 在该提出的波束形成器中,可以通过利用相互耦合矩阵的Toeplitz特性来估计未知相互耦合存在和它们对应的功率存在的所接收信号的包络。 它们中的两个都用于重建新颖的表达式中的干扰加噪声协方差矩阵。 通过在该重建矩阵上执行针对特征值分解,可以获得与干扰空间正交的子空间。 因此,通过将观察到的数据投影到这种正交空间来保留所需的信号和噪声。 最后,通过使所需信号与最大输出功率标准传递所需的信号来获得最佳权重向量。 所提出的方法在存在未知的相互耦合存在下保持优异的性能,并且模拟结果与理论分析一致。

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