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Adaptive user scheduling and resource management for multiuser MIMO downlink systems with heterogeneous delay requirements

机译:具有异构延迟要求的多用户MIMO下行链路系统的自适应用户调度和资源管理

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In this paper, we propose an adaptive user scheduling and resource management algorithm for multiuser MIMO downlink systems with heterogeneous delay requirements, in order to not only maximize the system throughput but also maintain delay constraints as well. We adopt the concepts of effective capacity and effective bandwidth to illustrate the behaviors of different traffic characteristics such as different source statistics and queue dynamics. It is shown that the scheduling problem can be formulated as a mixed convex and combinational optimization problem, and the proposed scheme is thus a water-filling solution. Simulation results show that the proposed algorithm maintains the delay constraints for the delay sensitive users in the presence of bursty data traffic and maximizes the system throughput by exploiting the multiplexing diversity gain and multiuser selection gain.
机译:在本文中,我们提出了一种具有异构延迟需求的多用户MIMO下行链路系统自适应用户调度和资源管理算法,不仅可以最大程度地提高系统吞吐量,还可以保持延迟约束。我们采用有效容量和有效带宽的概念来说明不同流量特性(例如不同的源统计信息和队列动态)的行为。结果表明,调度问题可以表述为混合凸优化组合问题,因此该方案是一种注水解决方案。仿真结果表明,该算法在存在突发数据流量的情况下,为时延敏感用户保持了时延约束,并通过利用复用分集增益和多用户选择增益来最大化系统吞吐量。

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