Facilitating Communication for First Responders Using Dynamic Distributed Constraint Optimization

R. N. Lass, W. Regli, A. Kaplan, M. Mitkus, J. Sim
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引用次数: 3

Abstract

The establishment of a common operating picture through shared situation awareness is critical for the management of first responder operations. Situation awareness is the knowledge of the state and physical location of people, objects and terrain within an area of interest. First responder operations can be quite complex, involving the coordination of and collaboration among teams distributed over large areas. Adding to this complexity is the use of heterogeneous networks with diverse radios, traffic flows and applications. This paper describes some initial results using distributed constraint optimization (DCOP) techniques to facilitate situation awareness for first responders. A brief background on DCOP is presented, along with how DCOP can be applied to enable situation awareness. An example demonstrating the application of DCOP algorithms to a particular situation awareness problem is presented. Finally, some critical issues that arise when utilizing DCOP are described, along with some approaches to addressing these issues. By integrating these DCOP techniques with situation awareness tools, we believe that many of the information distribution, interoperability, and networking difficulties faced in the first responder environment can be overcome.
使用动态分布式约束优化促进第一响应者的通信
通过共享的态势感知来建立一个共同的操作图像对于第一响应者操作的管理是至关重要的。态势感知是对感兴趣区域内的人、物体和地形的状态和物理位置的了解。第一响应者的操作可能相当复杂,涉及分布在大片地区的团队之间的协调和协作。增加这种复杂性的是使用具有不同无线电、流量和应用程序的异构网络。本文描述了使用分布式约束优化(DCOP)技术促进急救人员态势感知的一些初步结果。本文简要介绍了DCOP的背景知识,以及如何应用DCOP来启用态势感知。最后给出了DCOP算法在特定情况感知问题中的应用实例。最后,描述了在使用DCOP时出现的一些关键问题,以及解决这些问题的一些方法。通过将这些DCOP技术与态势感知工具集成,我们相信可以克服第一响应者环境中面临的许多信息分发、互操作性和网络困难。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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