改进MIMO广播信道吞吐量保证的调度方案

Jawad Rasool, G. Oien
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引用次数: 1

摘要

在承载实时流量的无线系统中指定精确的吞吐量保证符合网络运营商和客户的利益。基于我们之前的工作,我们制定了一个优化问题,旨在最大限度地提高MIMO广播信道提供的吞吐量保证。我们还提出了两种利用正交随机波束形成的调度算法,并尝试实现对所有移动用户承诺的吞吐量保证。针对两种不同的波束形成场景设计了调度算法。在第一场景中,对所有选定用户使用随机波束,而在第二场景中,对第一选定用户使用发射波束成形。我们进一步提出了简单和低复杂度的自适应调度算法,在吞吐量保证违反概率方面明显优于其他已知的调度算法。
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Scheduling schemes for improved throughput guarantees in MIMO broadcast channels
Specifying exact throughput guarantees in wireless systems, carrying real-time traffic, is in the interest of both the network operators and the customers. Based on our previous work, we formulate an optimization problem that aims at maximizing the throughput guarantees offered in a MIMO broadcast channel. We also propose two scheduling algorithms that make use of orthonormal random beamforming, and try to fulfill the throughput guarantees promised to all the mobile users. The scheduling algorithms are designed for two different beamforming scenarios. In the first scenario, random beams are used for all the selected users, whereas transmit beamforming is used for the first selected user in the second scenario. We further propose simple and low complexity adaptive scheduling algorithms that perform significantly better than other well-known scheduling algorithms, in terms of the throughput guarantee violation probability.
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