无线传感器网络中事件检测的分布式协作

Avinash Kumar, Adi Mallikarjuna V. Reddy, D. Janakiram
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引用次数: 84

摘要

随着微电子技术和无线通信技术的进步,被称为传感器节点的小型微型设备可以通过组成无线传感器网络来执行各种任务。在无线传感器网络(WSN)中,事件检测是大多数应用的主要要求之一。事件可以是一个简单事件,也可以是两个或多个简单事件的组合(复合事件)。在低能量、低带宽、频繁故障等传感器节点的严格约束下,检测和报告应用程序(用户)所需的事件是WSN的主要挑战之一。这可以通过考虑传感器节点之间的协作来减少不确定性和掩盖故障。提出了一种基于协作的分布式事件检测框架。该框架由两个协议组成,它们通过使用类似于发布-订阅范例的通信模型构建树。该框架是面向传感器网络的组件中间件(COMiS)的一部分。在COMiS框架中,组件根据应用程序语义在需要时加载。如果考虑协作,即使在传感器故障和节点能量低的情况下,也可以轻松完成应用程序的目标。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Distributed collaboration for event detection in wireless sensor networks
With the advancement of technology in micro-electronics and wireless communication, small miniature devices called sensor nodes can be used to perform various tasks by forming themselves in to wireless sensor networks. In Wireless Sensor Networks(WSN), event detection is one of the main requirements for most of the applications. An event can be a simple event or a combination of two or more simple events (Composite Event). Detecting and reporting an event desired by the application (user) inspite of stringent constraints of sensor nodes like low energy, low bandwidth, frequent failures etc., is one of the main challenges in WSN. This can be achieved with less uncertainty and masking failures by considering collaboration among sensor nodes. We propose a framework for distributed event detection using collaboration in WSN. The framework consists of two protocols that build a tree by using a communication model similar to the Publish-Subscribe paradigm. This framework is a part of Component Oriented Middleware for Sensor networks (COMiS). In COMiS framework, components are loaded as and when required based on the application semantics. If collaboration is considered, the goal of the application can be easily accomplished even in case of failures of sensors and low energy of nodes.
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