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A Comparison of MIMO Techniques in Downlink Millimeter Wave Cellular Networks with Hybrid Beamforming

机译:下行毫米波蜂窝mImO技术的比较   具有混合波束成形的网络

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摘要

Large antenna arrays will be needed in future millimeter wave (mmWave)cellular networks, enabling a large number of different possible antennaarchitectures and multiple-input multiple-output (MIMO) techniques. It is stillunclear which MIMO technique is most desirable as a function of differentnetwork parameters. This paper, therefore, compares the coverage and rateperformance of hybrid beamforming enabled multi-user (MU) MIMO and single-userspatial multiplexing (SM) with single-user analog beamforming (SU-BF). Astochastic geometry model for coverage and rate analysis is proposed forMU-MIMO mmWave cellular networks, taking into account important mmWave-specifichardware constraints for hybrid analog/digital precoders and combiners, and ablockage-dependent channel model which is sparse in angular domain. Theanalytical results highlight the coverage, rate and power consumption tradeoffsin multiuser mmWave networks. With perfect channel state information at thetransmitter and round robin scheduling, MU-MIMO is usually a better choice thanSM or SU-BF in mmWave cellular networks. This observation, however, neglectsany overhead due to channel acquisition or computational complexity.Incorporating the impact of such overheads, our results can be re-interpretedso as to quantify the minimum allowable efficiency of MU-MIMO to provide higherrates than SM or SU-BF.
机译:未来的毫米波(mmWave)蜂窝网络将需要大型天线阵列,从而支持大量不同的可能天线架构和多输入多输出(MIMO)技术。尚不清楚哪种MIMO技术最需要作为不同网络参数的函数。因此,本文比较了启用了混合波束成形的多用户(MU)MIMO和具有单用户模拟波束成形(SU-BF)的单用户空间复用(SM)的覆盖范围和速率性能。考虑到混合模拟/数字预编码器和组合器的重要毫米波专用硬件约束以及角度域中稀疏的依赖于阻塞的信道模型,针对MU-MIMO mmWave蜂窝网络,提出了用于覆盖和速率分析的随机几何模型。分析结果突出了多用户mmWave网络的覆盖范围,速率和功耗折衷。由于在发射机处具有完美的信道状态信息并具有轮询调度功能,因此在mmWave蜂窝网络中,MU-MIMO通常比SM或SU-BF更好。然而,由于信道获取或计算复杂性,该观察结果忽略了任何开销。结合此类开销的影响,我们的结果可以重新解释,以便量化MU-MIMO的最小允许效率以提供比SM或SU-BF更高的速率。

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