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Energy-efficient traffic offloading for mobile users in two-tier heterogeneous wireless networks

机译:两层异构无线网络中移动用户的节能流量卸载

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摘要

Heterogeneous wireless networks have been proposed as an efficient network structure to handle explosive data traffic. Although many researchers have focused on traffic offloading strategies, they rarely considered user mobility and energy efficiency in large-scale heterogeneous wireless networks. In this paper, a large-scale two-tier heterogeneous wireless network modeled by using stochastic approaches has been developed firstly. After given the transfer data with deadline and trace, the Stochastic Programming based Handover Scheduling (SP-HS) has been explained. Then, to minimize the total energy consumption of mobile user equipments, an algorithm that determines how user equipments switch between different networks along with their traveling trajectory is designed. We have conducted extensive simulated experiments to evaluate the performance of our algorithm. The simulated results indicate that up to 34% energy could be saved under typical network settings by using SP-HS.
机译:已经提出了异构无线网络作为处理爆炸性数据流量的有效网络结构。尽管许多研究人员专注于流量分流策略,但他们很少考虑大规模异构无线网络中的用户移动性和能效。本文首先开发了一种使用随机方法建模的大规模两层异构无线网络。在给出了具有期限和跟踪的转移数据之后,已经解释了基于随机编程的切换调度(SP-HS)。然后,为了使移动用户设备的总能量消耗最小,设计了一种算法,该算法确定用户设备如何在不同的网络及其行进轨迹之间进行切换。我们进行了广泛的模拟实验,以评估算法的性能。仿真结果表明,使用SP-HS在典型的网络设置下可以节省多达34%的能量。

著录项

  • 来源
    《Future generation computer systems》 |2020年第4期|855-863|共9页
  • 作者

  • 作者单位

    Services Computing Technology and System Lab Big Data Technology and System Lab Cluster and Grid Computing Lab School of Computer Science and Technology Huazhong University of Science and Technology China;

    Huazhong University of Science and Technology China St Francis Xavier University Canada;

    School of Computer Science and Engineering The University of Aizu Japan;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Heterogeneous wireless networks; Energy saving; Traffic offloading; Stochastic geometry;

    机译:异构无线网络;节能;交通分流;随机几何;

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