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Correlated Fading in Broadcast MIMO Channels: Curse or Blessing?

机译:广播MIMO频道相关衰落:诅咒或祝福?

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The impact of transmit correlation on the performance of limited feedback Multi-User MIMO is investigated. Correlated fading is shown to highly influence the probability of scheduling orthogonal users and the ability to achieve small quantization errors. Correlated fading is indeed beneficial to MU-MIMO performance as it can potentially reduce the quantization error, if an appropriate codebook is used. Grassmanian Line Packing is very much inappropriate for MU-MIMO in correlated fading environments, while DFT-based codebooks and channel statistics-based codebooks are promising candidates. Additionally correlated fading is very beneficial to the scheduler. User correlation is shown to decrease more quickly in transmit correlated channels than in i.i.d. channels as the number of active users increases. However, correlated fading is also shown to be detrimental to the scheduler performance when the number of active users is rather small and cell sectorization is performed.
机译:调查了传输相关性对有限反馈多用户MIMO性能的影响。相关衰落显示出高度影响调度正交用户的概率和实现小量化误差的能力。相关衰落确实有利于MU-MIMO性能,因为如果使用了合适的码本,它可能会降低量化误差。基于相关衰落环境的MU-MIMO非常不合适的基于DFT的码本和基于频道统计数据的码本是承诺的候选人。另外相关的衰落对调度员非常有益。显示用户相关性在发送相关通道中比I.I.D中的发送相关通道更快地减小。随着活动用户数量的增加,频道增加。然而,当有效用户的数量是相当小而小区扇区的数量时,相关衰落也会有害对调度程序性能。

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