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On Optimal Online Algorithms for Energy Harvesting Systems with Continuous Energy and Data Arrivals

机译:基于maTLaB的能量收集系统最优在线算法研究   持续的能源和数据到来

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摘要

Energy harvesting (EH) has been developed to extend the lifetimes ofenergy-limited communication systems. In this letter, we consider a single-userEH communication system, in which both of the arrival data and the harvestedenergy curves are modeled as general functions. Unlike most of the works in thefield, we investigate the online algorithms which only acquire the causalinformation of the arrival data and the harvested energy processes. We studyhow well the optimal online algorithm works compared with the optimal offlinealgorithm, and thus our goal is to find the lower and upper bounds for theratio of the completion time in the optimal online algorithm to the optimaloffline algorithm. We propose two online algorithms which achieve the upperbound of 2 on this ratio. Also, we show that this ratio is 2 for the optimalonline algorithm.
机译:已经开发了能量收集(EH),以延长能量受限的通信系统的寿命。在这封信中,我们考虑一个单用户EH通信系统,在该系统中,到达数据和能量收集曲线均被建模为通用函数。与该领域的大多数工作不同,我们研究了仅获取到达数据和所收集能量过程的因果关系的在线算法。我们研究了最佳在线算法与最佳离线算法相比如何工作,因此我们的目标是找到最佳在线算法与最佳离线算法的完成时间比的上下限。我们提出了两种在线算法,可以使该比率达到2的上限。此外,我们表明,对于optimizeonline算法,该比率为2。

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