Towards a Multiagent-Based Software Architecture for Sensor Networks

J. Dunkel
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引用次数: 5

Abstract

Sensor-based systems exhibit inherent complexity causing high demands on the underlying software system. In this paper we propose a software architecture that is adjusted to the special needs of sensor networks. Our approach introduces Intelligent Event Processing Agents (iEPAs) that combine Complex Event Processing (CEP) and Multiagent Systems (MAS). Each iEPA applies CEP for processing high volumes of sensor data in real-time, and uses multiagent technology to deal with the highly distributed and dynamically changing topology of sensor networks. The iEPAs are the building blocks for a proposed reference architecture that defines archetypal agents providing general tasks for managing and controlling sensor networks.
基于多agent的传感器网络软件体系结构研究
基于传感器的系统表现出固有的复杂性,对底层软件系统提出了很高的要求。本文提出了一种适应传感器网络特殊需求的软件体系结构。我们的方法引入了智能事件处理代理(iEPAs),它结合了复杂事件处理(CEP)和多代理系统(MAS)。每个iEPA都应用CEP来实时处理大量传感器数据,并使用多智能体技术来处理高度分布式和动态变化的传感器网络拓扑结构。iepa是提议的参考体系结构的构建块,该体系结构定义了为管理和控制传感器网络提供一般任务的原型代理。
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