Investigations of DDDAS for command and control of UAV swarms with agent-based modeling

R. McCune, Rachael Purta, Mikolaj Dobski, Artur Jaworski, Greg Madey, Alexander G. Madey, Y. Wei, M. Brian Blake
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引用次数: 29

Abstract

The application of Dynamic Data Driven Application Systems (DDDAS) to the command and control of swarms of Unmanned Aerial Vehicles (UAVs) is being investigated. Swarm intelligent systems are not only efficient at solving group-level problems, but also decentralized, controllable by few simple parameters, making possible the command and control of UAV swarms by a single operator. Four separate but related projects are surveyed that explore the command and control of UAV swarms. Each project employs the DDDAS paradigm, entailing the ability of an executing application to incorporate dynamic data into the decision process, and conversely, to steer the measurement process via a central application system. By providing an overview of DDDAS approaches to UAV swarm mission scheduling, UAV swarm communication, UAV swarm formation planning, and flocking applications, general principles of UAV swarms and DDDAS architecture may be observed.
基于智能体建模的无人机群指挥控制DDDAS研究
动态数据驱动应用系统(DDDAS)在无人机群指挥控制中的应用是目前研究的课题。蜂群智能系统不仅在解决群体层面的问题上效率高,而且具有分散、由几个简单参数控制的特点,使得单个操作人员对无人机蜂群的指挥和控制成为可能。调查了四个独立但相关的项目,探讨了无人机群的指挥和控制。每个项目都采用DDDAS范例,使执行应用程序能够将动态数据合并到决策过程中,反过来,通过中央应用程序系统来引导度量过程。通过概述DDDAS方法在无人机群任务调度、无人机群通信、无人机群编队规划和群集应用中的应用,可以观察到无人机群和DDDAS体系结构的一般原理。
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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