具有延迟约束的绿色基站功率最优调度

A. Lalitha, S.A. Mondal, Satya Kumar V, V. Sharma
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引用次数: 16

摘要

研究了绿色基站下行链路中具有平均时延约束的功率优化问题。绿色基站既使用太阳能或风能等可再生能源,也使用柴油发电机或电网等传统能源。我们尽量减少从传统能源中获取的能量,并最大限度地利用收获的能量。每个用户对其数据也有一个平均延迟约束。最优行为包括调度用户和为所选用户分配最优传输速率。本文将该问题表述为马尔可夫决策问题,并证明了平稳平均成本最优策略的存在性。我们还得到了最优策略的一些结构结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Power-optimal scheduling for a Green Base station with delay constraints
We consider a power optimization problem with average delay constraint on the downlink of a Green Base-station. A Green Base-station is powered by both renewable energy such as solar or wind energy as well as conventional sources like diesel generators or the power grid. We try to minimize the energy drawn from conventional energy sources and utilize the harvested energy to the maximum extent. Each user also has an average delay constraint for its data. The optimal action consists of scheduling the users and allocating the optimal transmission rate for the chosen user. In this paper, we formulate the problem as a Markov Decision Problem and show the existence of a stationary average-cost optimal policy. We also derive some structural results for the optimal policy.
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