基于群体智能的无人机群分布式协作方法研究综述

Li Ma, Bin Lin, W. Zhang, Jingjing Tao, Xiaomin Zhu, Haoting Chen
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引用次数: 1

摘要

随着无人机群数量的不断增加、作战空间的不断扩大、任务的日益复杂和多样化以及信息条件的有限性,如何处理复杂约束条件下无人机群的分布式协作成为无人机群系统面临的关键问题。群体智能正在成为一种新的协作模式。其基本思想是通过模仿生物群体的高度自组织来解决无人机群的分布式协作问题。因此,本文对重要概念进行辨析,总结了生物群体行为机制与模型、无人机群体分布式协作方法及其应用的研究现状,并着重分析了四个重点发展方向,为无人机群体的未来发展提供参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Survey of Research on the Distributed Cooperation Method of the UAV Swarm based on Swarm Intelligence
With the increasing number of the UAV swarm, the continuous expansion of combat space, the gradual complexity and diversity of tasks and the limited information conditions, how to deal with the distributed cooperation of the UAV swarm under complex constraints has become the key problem faced by the UAV swarm system. Swarm intelligence is becoming a new collaborative model. Its basic idea is to solve the problem of distributed collaboration of UAV swarms by imitating the high self-organization of biological groups. Therefore, this paper discriminates the important concepts and summarizes the research status of biological group behavior mechanism and model, the distributed cooperative method of the UAV swarm and its application, and emphatically analyzes four key development directions, providing reference for the future development of the UAV swarm.
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