Finite-horizon online throughput maximization for an energy harvesting transmitter

Baran Tan Bacinoglu, F. M. Ozcelik, E. Uysal-Biyikoglu
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引用次数: 1

Abstract

An online finite horizon throughput maximization problem is considered. Specifically, optimal power allocation of an energy harvesting rechargeable node with two different accessible output power levels is studied. Communication takes place under a static channel and rate levels are assumed to be a concave function of power, implying the delay-energy efficiency tradeoff. Taking battery state, remaining number of slots and achievable rate levels into account optimal policy is obtained through dynamic programming. In addition, several policies that are suboptimal yet good are proposed. Based on an empirically motivated harvesting model, a policy that we call Expected Threshold Policy is shown to achieve near-optimal performance.
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能量收集发射机的有限视界在线吞吐量最大化
研究了一类在线有限水平吞吐量最大化问题。具体而言,研究了具有两种不同可达输出功率水平的能量收集可充电节点的最优功率分配问题。通信在静态信道下进行,速率水平被假设为功率的凹函数,这意味着延迟-能量效率的权衡。通过动态规划得到考虑电池状态、剩余槽数和可达到的速率水平的最优策略。此外,还提出了若干次优但良好的策略。基于经验激励的收获模型,我们称之为预期阈值策略的策略被证明可以实现近乎最佳的性能。
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