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Low Complexity Joint User and Mode Selection Algorithm for Multiuser MIMO Downlink Systems

机译:多用户MIMO下行系统的低复杂度联合用户和模式选择算法

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In multiuser multiple-input multiple-output (MIMO) downlink systems, orthogonal space division multiplexing (OSDM) techniques have been studied to approach the optimum performance of dirty paper coding with low complexity. Assuming a large number of users in the multiuser system, a proper user scheduling is needed to utilize the OSDM. In addition, the performance of the chosen users can be maximized by properly configuring the numbers of data streams, or the transmission modes. In this paper, we propose a joint user and mode selection algorithm which approaches the performance of the exhaustive search with significantly lower complexity. To this end we first decompose the sum rate into the sum of the individual rates, and derive an upper bound of each individual rate. By utilizing the obtained upper bound, the user and mode subset is determined to maximize the sum rate. Comparing with other conventional low-complexity schemes, the proposed scheme requires much lower complexity especially when the number of users is large. For example, our method achieves a complexity reduction of 92% compared to the conventional scheme when the number of users is 25. Simulation results show that our method achieves more than 95% of the sum rate of the exhaustive search.
机译:在多用户多输入多输出(MIMO)下行链路系统中,已经研究了正交空分复用(OSDM)技术来实现低复杂度的脏纸编码的最佳性能。假设多用户系统中有大量用户,则需要适当的用户调度来利用OSDM。另外,可以通过适当配置数据流的数量或传输模式来最大化所选用户的性能。在本文中,我们提出了一种联合用户和模式选择算法,该算法以显着较低的复杂性接近穷举搜索的性能。为此,我们首先将总费率分解为各个费率的总和,然后得出每个独立费率的上限。通过利用获得的上限,确定用户和模式子集以使总速率最大化。与其他常规的低复杂度方案相比,所提出的方案需要低得多的复杂度,尤其是当用户数量很大时。例如,当用户数为25时,与传统方案相比,我们的方法实现了92%的复杂度降低。仿真结果表明,我们的方法实现了穷举搜索总和率的95%以上。

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