Statistical analysis of user-pairing algorithms in virtual MIMO systems

S. Dhakal, Joonbeom Kim
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引用次数: 16

Abstract

In this paper a novel algorithm for user-pairing is proposed for virtual multiple-input multiple-output (V-MIMO) systems. Channel orthogonality is utilized to derive an expression for the output SNR (OSNR) in a V-MIMO system. We also show that the V-MIMO OSNR almost surely converges to the OSNR of a single input multiple output transmission as number of receive antennas approach infinity. Applying the statistical properties of orthogonality to independent and identically distributed wireless channels, system performance for the proposed pairing algorithm is evaluated in terms of joint capacity, OSNR loss, throughput fairness, and computational complexity. Numerical results show that the proposed orthogonal pairing algorithm outperforms conventional pairing methods that are oriented to maximize joint capacity.
虚拟MIMO系统中用户配对算法的统计分析
针对虚拟多输入多输出(V-MIMO)系统,提出了一种新的用户配对算法。利用信道正交性推导出V-MIMO系统输出信噪比(OSNR)的表达式。我们还表明,当接收天线数量接近无穷大时,V-MIMO的OSNR几乎肯定收敛于单输入多输出传输的OSNR。将正交性的统计特性应用于独立和同分布的无线信道,从联合容量、OSNR损失、吞吐量公平性和计算复杂度等方面评估了所提出的配对算法的系统性能。数值结果表明,本文提出的正交配对算法优于以最大联合容量为目标的传统配对方法。
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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