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Asymptotic Capacity and Optimal Precoding Strategy of Multi-Level Precode & Forward in Correlated Channels

机译:多级数据的渐近容量与最优预编码策略   相关频道中的预编码和转发

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摘要

We analyze a multi-level MIMO relaying system where a multiple-antennatransmitter sends data to a multipleantenna receiver through several relaylevels, also equipped with multiple antennas. Assuming correlated fading ineach hop, each relay receives a faded version of the signal transmitted by theprevious level, performs precoding on the received signal and retransmits it tothe next level. Using free probability theory and assuming that the noise powerat the relay levels - but not at the receiver - is negligible, a closed-formexpression of the end-to-end asymptotic instantaneous mutual information isderived as the number of antennas in all levels grow large with the same rate.This asymptotic expression is shown to be independent from the channelrealizations, to only depend on the channel statistics and to also serve as theasymptotic value of the end-to-end average mutual information. We also providethe optimal singular vectors of the precoding matrices that maximize theasymptotic mutual information : the optimal transmit directions represented bythe singular vectors of the precoding matrices are aligned on the eigenvectorsof the channel correlation matrices, therefore they can be determined onlyusing the known statistics of the channel matrices and do not depend on aparticular channel realization.
机译:我们分析了一种多级MIMO中继系统,其中多天线发射器通过几个中继级别(也配备了多个天线)将数据发送到多天线接收器。假设在每个跳中有相关的衰落,每个中继将接收前一个电平发送的信号的衰落版本,对接收到的信号执行预编码,然后将其重新发送到下一个电平。使用自由概率理论并假设中继层(而非接收端)的噪声功率可忽略不计,则随着所有层上天线数量的增加,端到端渐近瞬时互信息的闭式表示将被推导。该渐近表达式被证明与通道实现无关,仅取决于通道统计信息,并且还用作端到端平均互信息的渐近值。我们还提供了使渐近互信息最大化的预编码矩阵的最优奇异矢量:由预编码矩阵的奇异矢量表示的最优传输方向与信道相关矩阵的特征向量对齐,因此只能使用已知的信道统计信息来确定它们。矩阵,并且不依赖于特定的通道实现。

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