信噪比在协作系统中实现MIMO速率中的作用

Chris T. K. Ng, J. N. Laneman, A. Goldsmith
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引用次数: 13

摘要

我们比较了多天线中继信道的速率和多天线系统的容量,以表征不同信噪比区域的合作容量。众所周知,在渐近状态下,在高信噪比或具有大量合作节点时,合作系统缺乏完全复用增益,本文考虑在中等信噪比下,在固定数量的合作天线下的合作容量增益。我们表明,在信噪比阈值的下界,协作系统的性能至少与具有各向同性输入的MIMO系统一样好;而超过信噪比阈值上限时,合作系统受到协调成本的限制,容量严格小于MIMO正交信道的容量。信噪比阈值取决于网络的几何形状(源和中继之间的功率增益g)和合作天线的数量M;当继电器靠近源(g [unk] 1)时,信噪比阈值下界和上界近似相等。随着合作节点的靠近,即随着g的增大,mimo增益区域扩展到更高的信噪比。而对于人口稠密的集群,即当M较大时,协调限制区域以较低的信噪比进入。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Role of SNR in Achieving MIMO Rates in Cooperative Systems
We compare the rate of a multiple-antenna relay channel to the capacity of multiple-antenna systems to characterize the cooperative capacity in different SNR regions. While it is known that in the asymptotic regime, at a high SNR or with a large number of cooperating nodes, cooperative systems lack full multiplexing gain, in this paper we consider cooperative capacity gain at moderate SNR with a fixed number of cooperating antennas. We show that up to a lower bound to an SNR threshold, a cooperative system performs at least as well as a MIMO system with isotropic inputs; whereas beyond an upper bound to the SNR threshold, the cooperative system is limited by its coordination costs, and the capacity is strictly less than that of a MIMO orthogonal channel. The SNR threshold depends on the network geometry (the power gain g between the source and relay) and the number of cooperating antennas M; when the relay is close to the source (g [unk] 1), the SNR threshold lower and upper bounds are approximately equal. As the cooperating nodes are closer, i.e., as g increases, the MIMO-gain region extends to a higher SNR. Whereas for a populous cluster, i.e., when M is large, the coordination-limited region sets in at a lower SNR.
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