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Tree-Structured User Scheduling Algorithm and Its Implementation in Multi-user MIMO Systems

机译:树结构的用户调度算法及其在多用户MIMO系统中实现

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The paper describes a low complexity tree-structure based user scheduling algorithm in a MLD-based multi-user multiple-input multiple-output (MIMO) wireless systems. An M-branch selection algorithm, which selects M most-possible best branches at each step, is proposed to maximize the whole system sum-rate capacity. To make this work more feasible, some implementation problems such as complexity reduction, power control and performance distortion of channel estimation are also discussed in this paper. Both theoretical analysis and simulation results show that the complexity of proposed scheme, linearly increases with the number of user candidates and the number of antennas to be selected and is much lower than full research algorithm. Furthermore the algorithm can also be performed independently with power control and is robust to the channel estimation error.
机译:本文描述了基于MLD的多用户多输入多输出(MIMO)无线系统的低复杂性树结构的用户调度算法。一个M-Branch选择算法,它提出了在每个步骤中选择M最可能的最佳分支,以最大化整个系统的总和速率容量。为了使这项工作更加可行,在本文还讨论了一些实现问题,例如复杂性降低,功率控制和信道估计的性能失真。理论分析和仿真结果均表明,所提出的方案的复杂性,随着用户候选人数和要选择的天线数量的线性增加,并且远低于完整的研究算法。此外,还可以与功率控制独立地执行算法,并且对信道估计误差鲁棒。

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