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Achievable Sum Rate of Linear MIMO Receivers with Multiple Rayleigh Scattering

机译:具有多重瑞利散射的线性MIMO接收机可达到的总速率

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We study the performance of multiple-input multiple-output (MIMO) wireless systems employing linear minimum mean-squared error (MMSE) or zero-forcing (ZF) processing at the receiver. In particular, we focus on a source-destination pair communicating through a multiple scattering channel affected by Rayleigh fading. This is an especially relevant case, as it can well represent the communication between a picobase station and a user in 5G cellular networks. In this scenario, we investigate the system performance in terms of achievable sum rate. In the case of MMSE receiver, we provide a closed-form expression, exploiting the relationship derived by McKay et al. between the achievable sum rate and the ergodic mutual information corresponding to optimal nonlinear receivers. For ZF receivers, instead, we leverage the results derived by Matthaiou et al. and Jiang et al., and derive compact upper and lower bounds to the sum rate. We validate the obtained expressions through numerical results.
机译:我们研究了在接收机处采用线性最小均方误差(MMSE)或迫零(ZF)处理的多输入多输出(MIMO)无线系统的性能。特别地,我们集中于通过受瑞利衰落影响的多个散射信道进行通信的源-目的地对。这是一个特别相关的情况,因为它可以很好地表示5G蜂窝网络中微微基站与用户之间的通信。在这种情况下,我们根据可实现的总和速率来调查系统性能。对于MMSE接收器,我们利用McKay等人得出的关系提供了一个封闭形式的表达式。在可达到的总速率和对应于最佳非线性接收器的遍历互信息之间的差值。对于ZF接收器,我们可以利用Matthaiou等人得出的结果。和Jiang等人,得出求和率的紧凑上限和下限。我们通过数值结果验证所获得的表达式。

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