Phase Impairment Estimation for mmWave MIMO Systems

Nguyen Dinh Ngoc, K. Truong
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Abstract

Most millimeter-wave (mmWave) multiple-input multiple-output (MIMO) systems are negatively affected by phase noise and carrier frequency offset due to non-ideal transceiver hardware components. If not compensated, the phase impairments significantly reduce the data rates of such systems. Much prior work either ignored these impairments or proposed high-complexity estimation algorithms. In this paper, we consider a mmWave MIMO system model that takes into account many practical hardware impairments. Our main contributions are a problem formulation of phase impairments and a low-complexity estimation method to solve the problem. Numerical results are provided to evaluate the performance of the proposed algorithm. In particular, it works quite well in the wide range of phase noise variances.
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毫米波MIMO系统的相位损伤估计
大多数毫米波(mmWave)多输入多输出(MIMO)系统受到相位噪声和载波频率偏移的负面影响,这是由于收发器硬件组件不理想造成的。如果不进行补偿,相位损害将显著降低此类系统的数据速率。许多先前的工作要么忽略了这些缺陷,要么提出了高复杂性的估计算法。在本文中,我们考虑了一个毫米波MIMO系统模型,该模型考虑了许多实际的硬件缺陷。我们的主要贡献是相位损伤的问题公式和解决问题的低复杂度估计方法。数值结果验证了该算法的性能。特别是,它在相位噪声方差较大的范围内工作得很好。
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