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Optimal Beamforming Schemes and its Capacity Behavior for Downlink Distributed Antenna Systems

机译:下行分布式天线系统的最佳波束成形方案及其容量特性

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摘要

In this paper, we investigate the outage and ergodic capacity of downlink distributed antenna systems (DAS) where each distributed antenna unit (DAU) has multiple antennas with per-DAU power constraint. We first derive the optimal beamforming vector in a closed form by applying a matrix minor condition to relax the positive semi-definite constraint. We observe that our derived solution has a form of maximum ratio transmission per each DAU with full power. Based on the derived optimal beamforming, the outage and ergodic capacity under Rayleigh fading channels are analyzed. To this end, we show that a distribution of the received signal-to-noise ratio is characterized as a Gamma distribution by approximating a sum of non-identical independent Nakagami-m random variables as a single Nakagami-m random variable based on the moment matching method. Then, we present an accurate formula of the outage and ergodic capacity in a closed form which matches well with the simulation results. Furthermore, we derive an upper bound of an achievable average rate of DAS with limited feedback. We then propose a new feedback bit allocation algorithm to maximize the derived metric. Simulation results confirm the accuracy of the derived outage and ergodic capacity expressions and the efficiency of the proposed bit allocation method.
机译:在本文中,我们研究了下行分布式天线系统(DAS)的中断和遍历容量,其中每个分布式天线单元(DAU)具有多个受每个DAU功率限制的天线。我们首先通过应用矩阵次要条件来放宽正半定约束,以闭合形式导出最佳波束成形矢量。我们观察到,我们得出的解决方案具有每个DAU满功率传输的最大比率形式。基于导出的最优波束成形,分析了瑞利衰落信道下的中断和遍历容量。为此,我们证明了接收信噪比的分布被表征为Gamma分布,方法是基于矩,将不相同的独立Nakagami-m随机变量之和近似为一个Nakagami-m随机变量匹配方法。然后,我们以封闭的形式给出了准确的停机和遍历容量公式,该公式与仿真结果非常吻合。此外,我们得出了有限反馈下可达到的DAS平均速率的上限。然后,我们提出了一种新的反馈比特分配算法,以最大化派生的度量。仿真结果证实了导出的中断和遍历容量表达式的准确性以及所提出的比特分配方法的效率。

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