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Power Saving Scheduling Scheme for Internet of Things over LTE/LTE-Advanced Networks

机译:LTE / LTE-Advanced网络上的物联网节能调度方案

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摘要

The devices of Internet of Things (IoT) will grow rapidly in the near future, and the power consumption and radio spectrum management will become the most critical issues in the IoT networks. Long Term Evolution (LTE) technology will become a promising technology used in IoT networks due to its flat architecture, all-IP network, and greater spectrum efficiency. The 3rd Generation Partnership Project (3GPP) specified the Discontinuous Reception (DRX) to reduce device's power consumption. However, the DRX may pose unexpected communication delay due to missing Physical Downlink Control Channel (PDCCH) information in sleep mode. Recent studies mainly focus on optimizing DRX parameters to manage the tradeoff between the energy consumption and communication latency. In this paper, we proposed a fuzzy-based power saving scheduling scheme for IoT over the LTE/LTE-Advanced networks to deal with the issues of the radio resource management and power consumption from the scheduling and resource allocation perspective. The proposed scheme considers not only individual IoT device's real-time requirement but also the overall network performance. The simulation results show that our proposed scheme can meet the requirements of the DRX cycle and scheduling latency and can save about half of energy consumption for IoT devices compared to conventional approaches.
机译:物联网(IoT)的设备将在不久的将来快速发展,而功耗和无线电频谱管理将成为IoT网络中最关键的问题。长期演进(LTE)技术由于其扁平化的架构,全IP网络和更高的频谱效率,将成为物联网网络中使用的有前途的技术。第三代合作伙伴计划(3GPP)指定了不连续接收(DRX)以减少设备的功耗。但是,由于在睡眠模式下缺少物理下行链路控制信道(PDCCH)信息,DRX可能会造成意外的通信延迟。最近的研究主要集中在优化DRX参数以管理能耗和通信延迟之间的权衡。在本文中,我们针对LTE / LTE-Advanced网络上的IoT提出了一种基于模糊的节能调度方案,以从调度和资源分配的角度解决无线电资源管理和功耗问题。提出的方案不仅考虑了单个物联网设备的实时需求,而且考虑了整个网络的性能。仿真结果表明,与传统方法相比,我们提出的方案可以满足DRX周期和调度等待时间的要求,并可以节省大约一半的物联网设备能耗。

著录项

  • 来源
    《Mobile Information Systems》 |2015年第2期|971538.1-971538.11|共11页
  • 作者

    Kuo Yen-Wei; Chou Li-Der;

  • 作者单位

    Natl Cent Univ, Dept Comp Sci & Informat Engn, 300 Jhongda Rd, Jhongli 32001, Taoyuan County, Taiwan;

    Natl Cent Univ, Dept Comp Sci & Informat Engn, 300 Jhongda Rd, Jhongli 32001, Taoyuan County, Taiwan;

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