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Maximum Likelihood Channel Estimation for Millimeter-Wave MIMO Systems with Hybrid Beamforming

机译:混合波束成形的毫米波MIMO系统的最大似然信道估计

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In a millimeter-wave massive multiple-input multiple-output system, the accurate estimation of the angle of departure is crucial to benefit from a high array gain. In this paper, a novel algorithm is proposed for the maximum likelihood estimation of angles of departure in the multiuser downlink scenario. The proposed approach is based on discrete Fourier transform beamforming vectors to estimate the angle of departure. The discrete Fourier transform matrix can efficiently be implemented in the analog domain by a so-called Butler matrix. Finally, we derived the Cramer-Rao lower bound to assess the performance of our proposed algorithm.
机译:在毫米波大规模多输入多输出系统中,准确估计偏离角对于受益于高阵列增益至关重要。在本文中,提出了一种新的算法,用于在多用户下行链路场景中最大似然估计偏离角。所提出的方法基于离散傅里叶变换波束形成矢量来估计偏离角度。离散傅立叶变换矩阵可以通过所谓的巴特勒矩阵在模拟域中有效地实现。最后,我们推导了Cramer-Rao下界以评估我们提出的算法的性能。

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