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一种基于性能指标的低成本干扰检测方法在基于簇的无线传感器网络中的应用

A Low-Cost Jamming Detection Approach Using Performance Metrics in Cluster-Based Wireless Sensor Networks.

作者信息

Del-Valle-Soto Carolina, Mex-Perera Carlos, Nolazco-Flores Juan Arturo, Rodríguez Alma, Rosas-Caro Julio C, Martínez-Herrera Alberto F

机构信息

Facultad de Ingeniería, Universidad Panamericana, Álvaro del Portillo 49, Zapopan 45010, Mexico.

ITAM, Rio Hondo 1, Mexico City 01080, Mexico.

出版信息

Sensors (Basel). 2021 Feb 8;21(4):1179. doi: 10.3390/s21041179.

Abstract

Wireless Sensor Networks constitute an important part of the Internet of Things, and in a similar way to other wireless technologies, seek competitiveness concerning savings in energy consumption and information availability. These devices (sensors) are typically battery operated and distributed throughout a scenario of particular interest. However, they are prone to interference attacks which we know as jamming. The detection of anomalous behavior in the network is a subject of study where the routing protocol and the nodes increase power consumption, which is detrimental to the network's performance. In this work, a simple jamming detection algorithm is proposed based on an exhaustive study of performance metrics related to the routing protocol and a significant impact on node energy. With this approach, the proposed algorithm detects areas of affected nodes with minimal energy expenditure. Detection is evaluated for four known cluster-based protocols: PEGASIS, TEEN, LEACH, and HPAR. The experiments analyze the protocols' performance through the metrics chosen for a jamming detection algorithm. Finally, we conducted real experimentation with the best performing wireless protocols currently used, such as Zigbee and LoRa.

摘要

无线传感器网络是物联网的重要组成部分,与其他无线技术类似,在能源消耗节省和信息可用性方面寻求竞争力。这些设备(传感器)通常由电池供电,并分布在特定感兴趣的场景中。然而,它们容易受到我们所知的干扰攻击。网络中异常行为的检测是一个研究课题,其中路由协议和节点会增加功耗,这对网络性能不利。在这项工作中,基于对与路由协议相关的性能指标的详尽研究以及对节点能量的重大影响,提出了一种简单的干扰检测算法。通过这种方法,所提出的算法以最小的能量消耗检测受影响节点的区域。针对四种已知的基于簇的协议(PEGASIS、TEEN、LEACH和HPAR)对检测进行了评估。实验通过为干扰检测算法选择的指标来分析协议的性能。最后,我们使用当前使用的性能最佳的无线协议(如Zigbee和LoRa)进行了实际实验。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c17/7915737/6366e9cdba1c/sensors-21-01179-g001.jpg

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