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Random Matrix Analysis of Large Relay Networks

机译:大型中继网络的随机矩阵分析

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We analyze fading interference relay networks where M single-antenna source-destination terminal pairs communicate concurrently and in the same frequency band through a set of if single-antenna relays using half-duplex two-hop relaying. The relays do not have channel state information, perform amplify-and-forward (AF) relaying, and the destination terminals can cooperate and perform joint decoding. Our main results are as follows: 1. We compute the per source-destination terminal pair capacity for M, K → ∞, with K/M → β fixed, using tools from random matrix theory. 2. We show that for β → ∞, the AF relay network is turned into a point-to-point multiple-input multiple-output link and thus extend the result found previously for the finite M, K → ∞ case in [1] to the M, K → ∞ case.
机译:我们通过使用半双工两跳中继的一组if单天线中继,分析了衰落干扰中继网络,其中M个单天线源-目的地终端对在同一频带中同时并发通信。中继没有信道状态信息,执行放大转发(AF)中继,目的终端可以配合并执行联合解码。我们的主要结果如下:1.我们使用随机矩阵理论的工具,计算了K / M→β固定的M,K→∞的每个源-目标终端对容量。 2.我们证明,对于β→∞,AF中继网络变成了点对点多输入多输出链路,从而扩展了先前在[1]中的有限M,K→∞情况下发现的结果。在M,K→∞的情况下。

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