On asymptotic capacity of coordinated multi-point MIMO channels

Jun Zhang, Chao-Kai Wen, Shi Jin, Xiqi Gao, Kai‐Kit Wong
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引用次数: 1

Abstract

In this paper, we investigate the asymptotic mutual information expression and the capacity-achieving input covariance matrices for the coordinated multi-point multiple-input multiple-output (MIMO) antenna channels. In particular, it is considered that the numbers of antennas at the transmitter and receiver approach to infinity with a fixed ratio. Our derivations are based on novel techniques from large dimensional random matrix theory. In contrast to previous studies, we consider a general model in which the correlation matrices are generally nonnegative definite and the channel entries are non-Gaussian distributed. We show that the asymptotic capacity is invariant to all types of fading distribution. As such, the asymptotic mutual information expression is robust and has wide applicability.
协调多点MIMO信道的渐近容量
本文研究了协调多点多输入多输出(MIMO)天线信道的渐近互信息表达式和容量实现输入协方差矩阵。特别地,我们认为发射机和接收机的天线数量以固定的比例趋近于无穷大。我们的推导是基于大维随机矩阵理论的新技术。与以往的研究相比,我们考虑了一个一般的模型,其中相关矩阵一般是非负确定的,信道条目是非高斯分布的。我们证明渐近容量对所有类型的衰落分布都是不变的。因此,渐近互信息表达具有鲁棒性和广泛的适用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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