加权和速率最大化的低复杂度多用户MIMO调度

Ganesh Venkatraman, Antti Tölli, Janne Janhunen, M. Juntti
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引用次数: 7

摘要

本文研究了以和速率最大化(SRM)为目标的多用户多输入多输出(MU-MIMO)传输的用户调度方案及其加权对应方案。我们提出了一种低复杂度的独立投影位移积(PIPD)调度方案,与现有的基于连续投影(SP)的设计相比,该方案可以显著降低MU-MIMO系统的用户选择复杂度。PIPD方案使用一系列独立的向量投影来评估决策指标。此外,我们还提出了一种加权调度的启发式算法,解决了加权和速率最大化(WSRM)的目标,该算法可用于任何调度算法。以最小化队列为目标,研究了加权调度方案的性能。
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Low complexity multiuser MIMO scheduling for weighted sum rate maximization
The paper addresses user scheduling schemes for the multiuser multiple-input multiple-output (MU-MIMO) transmission with the objective of sum rate maximization (SRM) and the weighted counterpart in a single cell scenario. We propose a low complex product of independent projection displacements (PIPD) scheduling scheme, which performs the user selection for the MU-MIMO system with significantly lower complexity in comparison with the existing successive projections (SP) based designs. The PIPD scheme uses series of independent vector projections to evaluate the decision metrics. In addition, we also propose a heuristic algorithm of weighted scheduling, addressing the weighted sum rate maximization (WSRM) objective, which can be used with any scheduling algorithm. The performance of the weighted scheduling schemes are studied with the objective of minimizing the queues.
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