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Hybrid Alternating Precoding and Combining Design for mmWave Multi-User MIMO Systems

机译:mmWave多用户MIMO系统的混合交替预编码和组合设计

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This paper investigates the hybrid beamforming for multi-user millimeter wave (mmWave) multiple-input-multiple-output (MIMO) systems under the sub-connected architecture where each antenna is only connected to a unique radio frequency (RF) chain. Based on the perfect knowledge of the channel state information (CSI), the analog combiner for each user is achieved by using the singular value decomposition (SVD), and the analog and digital precoder is achieved by minimizing the Frobenius norm of the matrix of difference between the unconstrained precoder matrix and products of the hybrid RF and baseband precoders via the alternating optimization approach. Simulation results show that the performance of our proposed method over the existing SVD-based approaches in terms of achievable sum rate with different scales of transmit and receive antenna array, especially in the low signal to noise ratio (SNR) regime.
机译:本文研究了在子连接架构下多用户毫米波(mmWave)多输入多输出(MIMO)系统的混合波束成形,其中每个天线仅连接到唯一的射频(RF)链。基于对信道状态信息(CSI)的全面了解,可以通过使用奇异值分解(SVD)实现每个用户的模拟组合器,并通过最小化差分矩阵的Frobenius范数来实现模拟和数字预编码器通过交替优化方法在无约束的预编码器矩阵与混合RF和基带预编码器的乘积之间进行比较。仿真结果表明,相对于现有的基于SVD的方法,我们提出的方法在不同的发送和接收天线阵规模下,尤其是在低信噪比(SNR)情况下,可实现的总和率方面的性能更高。

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