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A Survey of Fog Computing in Wireless Sensor Networks: Concepts, Frameworks, Applications and Issues

机译:无线传感器网络雾计算调查:概念,框架,应用和问题

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摘要

Wireless sensor networks (WSNs) consist of numerous sensors which lack capacities in computing, storage and communication. With the development of Cloud Computing, sensor networks can be combined with the cloud to extend its computation and storage abilities. In this paper, we overviewed the current sensor-cloud literature and found that the existing sensor-cloud still has several problems, such as high timelag, weak dependability, security risks and so on. According to our investigation, Fog Computing, as a new computing architecture, can address the above problems by introducing elastic resources and local services to the underlying sensors. We also studied the fog computing features specifically in WSNs, and then proposed a new fog computing framework where multiple mobile elements are used to bridge WSNs and Cloud. We further presented some typical applications in forest monitoring, airplane condition monitoring and disaster detection. Finally, we summarized several open issues for future research.
机译:无线传感器网络(WSNS)由许多传感器组成,缺乏计算,存储和通信的能力。随着云计算的发展,传感器网络可以与云组合,以扩展其计算和存储能力。在本文中,我们概述了当前的传感器云文献,发现现有的传感器云仍然存在若干问题,例如高的时间,弱可靠性,安全风险等。根据我们的调查,雾计算作为新的计算架构,可以通过将弹性资源和本地服务引入底层传感器来解决上述问题。我们还专门在WSN中研究了雾计算功能,然后提出了一种新的雾计算框架,其中多个移动元件用于桥接WSN和云。我们进一步介绍了森林监测,飞机状况监测和灾害检测中的一些典型应用。最后,我们总结了几个开放的问题,以备将来的研究。

著录项

  • 来源
    《Ad-hoc & sensor wireless networks》 |2019年第2期|109-130|共22页
  • 作者单位

    Huaqiao Univ Dept Comp Sci & Technol Xiamen 361021 Fujian Peoples R China;

    Huaqiao Univ Dept Comp Sci & Technol Xiamen 361021 Fujian Peoples R China;

    Swinburne Univ Technol Dept Comp Sci & Software Engn Sch Software & Elect Engn Melbourne Vic Australia;

    Guangzhou Univ Sch Comp Sci & Educ Software Guangzhou 510006 Guangdong Peoples R China;

    Nanjing Univ Informat Sci & Technol Sch Comp & Software Nanjing 210044 Jiangsu Peoples R China;

    Cent S Univ Sch Informat Sci & Engn Changsha 410083 Hunan Peoples R China;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Fog computing; cloud computing; wireless sensor networks; mobility; framework;

    机译:雾计算;云计算;无线传感器网络;移动性;框架;

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