一种面向网络可靠性的无线传感器和行动者网络事件检测方案

S. Dima, C. Antonopoulos, J. Gialelis, S. Koubias
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引用次数: 8

摘要

无线传感器和行动者网络(wsan)强调准确的事件检测的必要性,以便在现实环境中实现无处不在的监控并对其执行适当的操作。最重要的应用之一是运行状况监控。本文旨在提出一种基于多传感器生命和环境数据的模糊逻辑系统,以检测遇险情况。此外,为了估计网络置信度,提出了一个数据精度模糊系统。对这两个系统进行了评价,以证明它们的有效性和有用性。将上述系统的输出相关联,以触发最优的动作任务。所提出的数据融合方案旨在提高系统的可靠性,并可以自适应地修改和进一步增强更多的传感器读数,规则数量等。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A network reliability oriented event detection scheme for Wireless Sensors and Actors Networks
Wireless Sensors and Actors Networks (WSANs) emphasize the necessity of accurate event detection in order to achieve ubiquitous monitoring in realistic environments and perform appropriate actions on them. One of the most significant applications is health monitoring. This paper is aiming to propose a fuzzy logic system based on multi-sensor vital and environmental data, in order to detect distress situations. Also, a data accuracy fuzzy system is presented in order to estimate the network confidence. Both systems have been evaluated in order to demonstrate their validity and usefulness. The outputs of the aforementioned systems are associated so as to trigger the optimal acting tasks. The proposed data fusion scheme aims at improving the reliability of the system and can be adaptively modified and further enhanced in terms of more sensor readings, number of rules etc.
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