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Optimum Transmission Policies for Battery Limited Energy Harvesting Nodes

机译:电池有限能量收集节点的最佳传输策略

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摘要

Wireless networks with energy harvesting battery powered nodes are quicklyemerging as a viable option for future wireless networks with extendedlifetime. Equally important to their counterpart in the design of energyharvesting radios are the design principles that this new networking paradigmcalls for. In particular, unlike wireless networks considered up to date, theenergy replenishment process and the storage constraints of the rechargeablebatteries need to be taken into account in designing efficient transmissionstrategies. In this work, we consider such transmission policies forrechargeable nodes, and identify the optimum solution for two related problems.Specifically, the transmission policy that maximizes the short term throughput,i.e., the amount of data transmitted in a finite time horizon is found. Inaddition, we show the relation of this optimization problem to another, namely,the minimization of the transmission completion time for a given amount ofdata, and solve that as well. The transmission policies are identified underthe constraints on energy causality, i.e., energy replenishment process, aswell as the energy storage, i.e., battery capacity. The power-rate relationshipfor this problem is assumed to be an increasing concave function, as dictatedby information theory. For battery replenishment, a model with discrete packetsof energy arrivals is considered. We derive the necessary conditions that thethroughput-optimal allocation satisfies, and then provide the algorithm thatfinds the optimal transmission policy with respect to the short-term throughputand the minimum transmission completion time. Numerical results are presentedto confirm the analytical findings.
机译:具有能量收集电池供电节点的无线网络正迅速涌现,成为未来使用寿命延长的无线网络的可行选择。在能量收集无线电的设计中,与之对应的同等重要的是这种新的网络范例所要求的设计原则。特别是,与最新的无线网络不同,在设计有效的传输策略时,需要考虑能量补充过程和可充电电池的存储限制。在这项工作中,我们考虑了可充电节点的这种传输策略,并确定了两个相关问题的最佳解决方案。特别是,找到了使短期吞吐量最大化的传输策略,即在有限的时间范围内传输的数据量。此外,我们还展示了此优化问题与另一个问题的关系,即在给定数据量下传输完成时间的最小化,并解决了这一问题。传输策略是在能量因果关系即能量补充过程以及能量存储即电池容量的约束条件下确定的。正如信息理论所指出的那样,假定该问题的功率率关系是一个递增的凹函数。对于电池补充,考虑具有离散能量到达包的模型。我们推导了吞吐量优化分配满足的必要条件,然后提供了一种针对短期吞吐量和最小传输完成时间来确定最佳传输策略的算法。给出数值结果以证实分析结果。

著录项

  • 作者

    Kaya Tutuncuoglu; Aylin Yener;

  • 作者单位
  • 年度 2012
  • 总页数
  • 原文格式 PDF
  • 正文语种 {"code":"en","name":"english","id":9}
  • 中图分类

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