异构无线网络中基于能量收集的能量感知资源分配

Jianyuan Feng, Meng Yinxia, Pingyang Wang, Xing Zhang, Wenbo Wang
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引用次数: 9

摘要

能量收集以其节约不可再生能源和实现通信环境友好化的潜力,正成为未来无线通信网络的一项有前途的技术。然而,由于能源的不可预测性和间歇性,仅靠收集的能源供电的通信系统之路充满了坑坑洼洼。在本文中,我们考虑了一个异构网络,包括一个由电网供电的宏观基站(BS)和一个在给定时间段内(例如24小时)由收获能量和电网能量同时供电的小型基站(BS),并使用收获能量的统计信息。在此基础上,研究了在满足用户服务质量(停电概率)要求的前提下最小化电网输入的资源分配问题,提出了动态规划(DP)算法来分析停电概率并求解该问题。仿真结果表明,与现有的启发式算法相比,该算法能显著降低电网功耗。对我们的研究结果还有一个有趣的观察,即收获的能源数量对最佳资源分配策略没有影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Energy-aware resource allocation with energy harvesting in heterogeneous wireless network
Energy harvesting is becoming a promising technology for future wireless communication network for its potential of saving nonrenewable energy and making the communication environmentally friendly. However, due to the unpredictable and intermittent nature of energy source, the road to the communication system powered solely by harvested energy is plagued with potholes. In this paper, we consider a heterogeneous network consisting of one macro base station (BS) powered with power grid and one small BS powered by both harvested and grid energy over a given time period (e.g. 24 hours), using statistical information of harvested energy. Then we study the resource allocation problem to minimize the power grid input while satisfying users' quality of service (outage probability) requirements, where dynamic programming (DP) algorithm is proposed to analyze the outage probability and solve the problem. The simulation results show that the DP algorithm can greatly reduce the grid power consumption compared with current heuristic methods. There is also an interesting observation of our results that the amount of harvested energy have no impact on the optimum resource allocation strategies.
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