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Adaptive tensorial beamformer based on electromagnetic vector-sensor arrays with coherent interferences

机译:基于相干干扰的电磁矢量传感器阵列的张量自适应波束形成器

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摘要

An adaptive beamforming scheme based on vector-sensor arrays is implemented using two different matrix contractions of the 4th order covariance tensor. This tensorial beamformer has a two-stage structure, effectively combining the Bartlett and the minimum-variance-distortionless-response beamformers together. At the first stage, it involves an inherent multi-dimensional data smoothing operation which is capable of suppressing coherent interferences; at the second stage, the fixed Bartlett beamformer provides further enhancement to its robustness against steering vector mismatch errors, such as direction of arrival estimation and element position errors. The effectiveness of the proposed algorithms is verified by numerical simulations.
机译:使用四阶协方差张量的两个不同矩阵收缩来实现基于矢量传感器阵列的自适应波束形成方案。该张量波束形成器具有两级结构,可有效地将Bartlett和最小方差无失真响应波束形成器组合在一起。在第一阶段,它涉及固有的多维数据平滑操作,该操作能够抑制相干干扰。在第二阶段,固定的Bartlett波束形成器可进一步增强其抵抗转向矢量失配误差(如到达方向估计和元素位置误差)的鲁棒性。数值仿真验证了所提算法的有效性。

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