Analysis of cooperative MIMO networks with incomplete channel state information

G. Alfano, A. Aubry, Howard C. Huang, A. Tulino
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引用次数: 6

Abstract

Coordinating the reception and transmission of signals across spatially distributed base stations has been shown to improve sum-rate performance by mitigating the effects of intercell interference in Multiple-Input-Multiple-Output (MIMO) cellular networks. Relying on recent results on the freeness of certain non-Gaussian random matrices, we provide an information theoretic analysis of cooperative MIMO networks. This analysis applies to the case where full channel state information is known at a subset of the bases and where statistical information is known at all others. Tools for evaluating random matrix transforms traditionally exploited in Mean Square Error (MSE) and mutual information analysis are provided, and the general model formulation paves the way for future work, where specific scheduling and/or power assignment schemes could be embodied in the newly presented framework.
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信道状态信息不完全的协同MIMO网络分析
在多输入多输出(MIMO)蜂窝网络中,协调跨空间分布基站的信号接收和传输已被证明可以通过减轻小区间干扰的影响来提高和速率性能。基于最近关于非高斯随机矩阵自由度的研究结果,我们对协同MIMO网络进行了信息论分析。此分析适用于在一个基的子集上已知完整通道状态信息,而在所有其他基的子集上已知统计信息的情况。本文提供了评估随机矩阵变换的工具,这些随机矩阵变换通常用于均方误差(MSE)和互信息分析,并且一般的模型公式为未来的工作铺平了道路,其中具体的调度和/或功率分配方案可以体现在新提出的框架中。
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