Distributed fault diagnosis of wireless sensor networks

Xianghua Xu, Wanyong Chen, Jian Wan, Ritai Yu
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引用次数: 18

Abstract

In wireless sensor networks (WSN), faults occurring to sensor nodes are common due to the sensor device itself and the harsh deployment environment. In order to avoid degradation of service due to faults, it is necessary for the WSN to be able to detect faults early. In this paper we propose a localized fault diagnosis algorithm which executes in tree-like networks effectively. It is based on local comparisons of sensed data and dissemination of the test results to the remaining sensors. Furthermore, Times redundancy is used to diagnose the intermittent fault in sensing and communication. Simulation results show the proposed algorithm has high detection accuracy and low false alarm rate.
无线传感器网络的分布式故障诊断
在无线传感器网络(WSN)中,由于传感器设备本身以及恶劣的部署环境,传感器节点经常发生故障。为了避免故障导致的业务降级,需要无线传感器网络能够早期检测到故障。本文提出了一种在树状网络中有效执行的局部故障诊断算法。它基于对感测数据的局部比较,并将测试结果传播给其余传感器。在此基础上,利用次冗余对传感和通信中的间歇故障进行诊断。仿真结果表明,该算法具有较高的检测精度和较低的虚警率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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