Energy-delay tradeoffs for multi-user multi-antenna downlink communication systems

Yuzhou Li, Min Sheng, Chungang Yang, Xiao Ma, Zhao Li
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引用次数: 5

Abstract

In this paper, we study the energy-delay tradeoff issue in multi-user multi-antenna downlink communication systems. We formulate this problem as a stochastic optimization model subjected to stability and users' rate requirements to minimize the base station (BS) long-term energy consumption. The proposed algorithm works without requiring any knowledge of traffic arrival rates and channel statistics. However, it yields an average power expenditure arbitrarily approaching the theoretically minimum value achieved by an algorithm optimized with complete knowledge of future events. Further, we mathematically depict the tradeoff between BS long-term energy consumption and uses delay by a control parameter. Simulation results demonstrate the adaptivity and robustness of the proposed algorithm to channel conditions and traffic arrivals.
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多用户多天线下行通信系统的能量延迟权衡
本文研究了多用户多天线下行通信系统中的能量延迟权衡问题。我们将此问题表述为考虑稳定性和用户速率需求的随机优化模型,以最小化基站(BS)的长期能耗。该算法不需要了解流量到达率和信道统计数据。然而,它产生的平均功率消耗任意接近通过完全了解未来事件优化的算法所达到的理论最小值。此外,我们通过控制参数在数学上描述了BS长期能耗和使用延迟之间的权衡。仿真结果证明了该算法对信道条件和流量到达的适应性和鲁棒性。
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