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Capacity Scaling of Single-Source Multiantenna Wireless Networks Without CSIT

机译:不使用CSIT的单源多天线无线网络的容量扩展

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We consider a wireless network in which a single-source node having $m$ antennas transmits independent messages to $n$ destination nodes, where each destination node has a single antenna. We assume that the source is located at the center of a unit area and the destinations are located uniformly at random in the same area. By applying transmit beamforming at the source, an achievable sum rate can scale as $min {m,n}$, which is defined by the aggregate rate of all messages. For transmit beamforming, however, channel state information (CSI) is essentially required at the transmitter (CSIT), which is hard to acquire in practice because of the time-varying nature of wireless channels and feedback overhead. We show that, even without CSIT, almost the same sum rate scaling law assuming CSIT is achievable by inducing cooperation between destinations. Specifically, we study the sum rate scaling law when both the number $m$ of the source antennas and the number $n$ of destinations increase such that $n=m^{beta}$ for $beta >0$. If $beta >1$ the optimal sum rate scales as $mlog m$ and if $00$ is an arbitrarily small constant, which shows significant improvement compared to the case of no cooperation between destinations. Our result is of particular interest because we did not assume any additional bandwidth for cooperation.
机译:我们考虑一个无线网络,其中具有$ m $个天线的单个源节点将独立的消息传输到$ n $个目标节点,其中每个目标节点都有一个天线。我们假设源位于单位区域的中心,而目的地均匀地随机位于同一区域。通过在源处应用发射波束成形,可实现的总速率可以缩放为$ min {m,n} $,该速率由所有消息的总速率定义。然而,对于发射波束成形,在发射器(CSIT)上本质上需要信道状态信息(CSI),由于无线信道的时变特性和反馈开销,在实践中很难获得信道状态信息(CSI)。我们表明,即使没有CSIT,假设CSIT可以通过诱导目的地之间的合作来实现,几乎相同的总和比例缩放定律。具体地,我们研究当源天线的数量$ m $和目的地的数量$ n $都增加使得$ n = m ^ {beta} $且$ beta> 0 $时,总速率缩放定律。如果$ beta> 1 $,则最佳总和比率将缩放为$ mlog m $,并且$ 00 $是一个任意小的常数,与目标之间不进行协作的情况相比,这显示出明显的改进。我们的结果特别令人感兴趣,因为我们没有假设任何额外的合作带宽。

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