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Channel-aware routing and priority-aware multi-channel scheduling for WSN-based smart grid applications

机译:基于WSN的智能电网应用程序的通道感知路由和优先级感知多通道调度

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摘要

Wireless Sensor Networks (WSNs) are one of the most promising solutions for smart grid applications due to advantages, such as their low-cost, different functionalities, and successful adoption to smart grid environments. However, providing quality of service (QoS) requirements of smart grid applications with WSNs is difficult because of the power constraints of sensor nodes and harsh smart grid channel conditions, such as RF interference, noise, multi-path fading and node contentions. To address these communication challenges, in this paper link-quality-aware routing algorithm (LQ-CMST) as well as the priority and channel-aware multi-channel (PCA-MC) scheduling algorithm have been proposed for smart grid applications. Furthermore, the effect of different modulation and encoding schemes on the performance of the proposed algorithms has been evaluated under harsh smart grid channel conditions. Comparative performance evaluations through extensive simulations show that the proposed algorithms significantly reduce communication delay and the choice of encoding and modulation schemes is critical to meet the requirements of envisioned smart grid applications. (C) 2016 Elsevier Ltd. All rights reserved.
机译:无线传感器网络(WSN)由于其低成本,不同的功能以及成功应用于智能电网环境等优点而成为智能电网应用最有希望的解决方案之一。但是,由于传感器节点的功率限制和恶劣的智能电网信道条件(例如RF干扰,噪声,多径衰落和节点争用),很难为具有WSN的智能电网应用程序提供服务质量(QoS)要求。为了解决这些通信难题,本文提出了针对智能电网应用的链路质量感知路由算法(LQ-CMST)以及优先级和信道感知多信道(PCA-MC)调度算法。此外,已经在苛刻的智能电网信道条件下评估了不同调制和编码方案对所提出算法的性能的影响。通过广泛的仿真进行的比较性能评估表明,所提出的算法可显着减少通信延迟,并且编码和调制方案的选择对于满足设想的智能电网应用的要求至关重要。 (C)2016 Elsevier Ltd.保留所有权利。

著录项

  • 来源
  • 作者单位

    Bahcesehir Univ, Dept Comp Engn, Istanbul, Turkey;

    Abdullah Gul Univ, Dept Comp Engn, Kayseri, Turkey;

    King Abdulaziz Univ, Dept Comp Sci, Jeddah, Saudi Arabia;

    King Abdulaziz Univ, Dept Comp Sci, Jeddah, Saudi Arabia|Cairo Univ, Inst Stat Studies & Res, Dept Comp Sci & Informat, Giza, Egypt;

    King Abdulaziz Univ, Dept Comp Sci, Jeddah, Saudi Arabia;

    King Abdulaziz Univ, Dept Comp Sci, Jeddah, Saudi Arabia|Georgia Inst Technol, Sch Elect & Comp Engn, Broadband Wireless Networking Lab, Atlanta, GA 30332 USA;

  • 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

    Smart grid; Data prioritization; Multi-channel scheduling; Routing;

    机译:智能电网;数据优先级;多通道调度;路由;

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