一种评估传感器网络事件检测质量的框架

Shahram Mohrehkesh, S. Olariu, Michele C. Weigle
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引用次数: 2

摘要

尽管已经为传感器网络中的事件监测设计了大量协议,但很少有工作致力于评估这些协议的质量,即它们提供及时和准确的事件信息的能力。这个问题是具有挑战性的,因为事件到达和持续时间的随机性以及传感器睡眠-觉醒时间表的随机性的综合影响。这些不同的随机过程需要联合建模,以便能够以任何程度的信心对事件检测的质量进行推理。本文的主要贡献是一个框架,用于评估我们对传感器网络中事件发生的信心。我们的框架模拟了事件到达的随机性、事件持续时间和传感器睡眠/唤醒计划之间的相互作用。通过采用我们的框架,可以配置单个传感器占空比,以满足面向任务的应用在及时和准确地获取感兴趣事件信息方面的要求。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A framework for assessing the quality of event detection in sensor networks
Despite the multitude of protocols that have been designed for event monitoring in sensor networks, very little work has been devoted to assessing the quality of these protocols in terms of their ability to provide timely and accurate information about events. The problem is challenging because of the combined effects of the stochastic nature of event arrival and duration and the stochastic nature of a sensor's sleep-awake schedule. These various stochastic processes need to be modelled jointly in order to be able to reason, with any degree of confidence, about the quality of the event detection. The main contribution of this paper is a framework for assessing our confidence about the occurrence of events in sensor networks. Our framework models the interaction between the stochastic nature of an event arrival, the event duration, and the sensor sleep/awake schedule. By employing our framework, it is possible to configure individual sensor duty cycles to meet the requirements of mission-oriented applications in terms of timely and accurate information about events of interest.
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