无人机群系统能力生成的多层建模

J. Shao, Minghao Li, Kewei Yang
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摘要

无人机(UAV)群作为一个大型集成系统,在民用和军事领域有着广泛的应用。建立无人机群模型并评估系统能力是一项具有挑战性的任务。本文提出了一种考虑组成系统(CSs)的指标、逻辑和协作的多层网络建模方法,构建了无人机群系统的体系结构。在此基础上,研究了多层网络中系统级能力的生成过程。最后,以无人机群系统为例,说明了该模型的计算过程和结果。结果表明,多层网络模型能够有效地辅助无人机群的系统级能力生成,网络结构对系统既有正向影响,也有负向影响。
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Multi-layer Modeling for Capability Generation of UAV Swarm System
Unmanned aerial vehicle (UAV) swarm, as a large-scale integrated system, has been widely used in civil and military fields. Building a model of a drone swarm and assessing the system capabilities is a challenging task. In this paper, a multi-layer network modeling method, considering the indicator, logic and collaboration of the constituent systems (CSs), is proposed to build the architecture of the UAV swarm system. On this basis, the generation processes of system-level capabilities in multi-layer networks are studied. Finally, we take the UAV swarm system as a case to illustrate the calculation process and results of the proposed model. It shows that the multi-layer network model can effectively assist the system-level capability generation of the UAV swarm, and the network structure can have both positive and negative effects on the system.
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