衰落信道下多用户混合能量收集发射机的动态功率分配

Didi Liu, Jiming Lin, Junyi Wang, Xiaohui Chen, Yibin Chen
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引用次数: 2

摘要

在这项工作中,我们考虑了一个衰落信道中的多用户通信系统,其中发射机由包括电网和各种可再生能源在内的混合能源提供。特别地,从各种可再生能源中收集的能量存储在一个有限容量的缓冲区中,并且联合能量的输入是时变的,可能是不可预测的。此外,数据随机到达发射器和队列,根据个别接收器,无线信道由于衰落而随机波动。在此条件下,我们的目标是开发一种动态功率分配算法,在保证所有数据队列稳定的前提下,使在无限视界内从电网中消耗的时间平均能量最小。将该问题表述为随机优化问题,采用Lyapunov优化技术求解,该技术不需要能量收集过程、数据到达过程和信道状态的统计概率。仿真结果表明,该算法的性能明显优于其他两种简单的贪心算法,同时保证了所有数据队列的最大延迟不超过给定值。
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Dynamic Power Allocation for a Hybrid Energy Harvesting Transmitter with Multiuser in Fading Channels
In this work, we consider a multiuser communication system in fading channels where the transmitter is supplied by hybrid energy sources including power grid and various renewable sources. Specially, the energy harvested from various renewable sources is stored in a limited capacity buffer, and the joint energy incoming is time-varying and possibly unpredictable. In addition, data arrives randomly to the transmitter and queues according to the individual receivers, the wireless channels fluctuate randomly due to fading. Our goal is, under this condition to develop a dynamic power allocation algorithm so as to minimize the time average amount of energy consumed from the power grid over an infinite horizon, subjecting to all data queues stability. The issue is formulated as a stochastic optimization problem and solved by Lyapunov optimization technique which does not require the statistical probabilities of energy harvesting process, data arrivals process and channel state. Simulation results demonstrate that our proposed algorithm provides obviously better performance than other two simple greedy algorithms, meanwhile the algorithm gives a guarantee that the maximum delay of all data queues cannot exceed a given value.
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