以网络为中心的IED检测规划

K. Usbeck, J. Cleveland, W. Regli
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引用次数: 3

摘要

随着简易爆炸装置(IED)探测方法的不断多样化,建立一个协调分布式IED监测资源的框架以最好地保护指定区域变得越来越重要。本文的目的是在分布式计划执行上下文中建立这样一个框架的开端。本文的第一个贡献是定义了分布式IED检测的自动规划域。在此过程中,我们研究协调分布式计划执行资源的方法。鉴于许多现有的多智能体系统(MAS)框架从智能体决策过程中抽象网络信息,我们建议MAS框架考虑网络属性以提高有效性。本文的第二个贡献是描述了几种类型的网络感知规划、执行和监控代理,并比较了它们在IED监控场景中的性能和有效性。这项研究的结果是……
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Network-centric IED detection planning
As methods for detecting improvised explosive devices (IEDs) continue to diversify, it becomes increasingly important to establish a framework for coordinating distributed IED monitoring resources to best protect a designated area. The purpose of this paper is to establish the beginnings of such a framework in a distributed plan execution context. The first contribution of this paper is defining an automated planning domain for distributed IED detection. In doing so, we investigate approaches for coordinating distributed plan execution resources. Whereas many existing multi-agent system (MAS) frameworks abstract network information from agent decision-making processes, we instead propose that MAS frameworks consider network properties to improve effectiveness. The second contribution of the paper is the description of several types of network-aware planning, execution, and monitoring agents and a comparison of their performance and effectiveness in an IED monitoring scenario. The results of this research ...
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