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无人机集群协同控制方法现状与展望

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近年来,无人机集群协同作战已经成为了战场发展的主流趋势,多国投入了大量的科研力量,其中集群协同控制方法更是获得了较大的进步与发展.从无人机集群的协同控制方法入手,对近年来关于无人机集群协同控制方法的研究现状进行了归纳和分析,其中主要对传统协同控制方法,包括领航者-跟随者法、虚拟结构法、基于行为法和基于一致性法等进行了介绍.并对基于神经网络、融合语义、模型预测控制、仿生学和人脑科学的协同控制方法等智能协同控制方法进行了讨论,对它们的研究情况及优缺点进行了分析.最后,对无人机集群协同控制的发展方向进行了分析和展望.
Status and Prospect of UAV Cluster Cooperative Control Methods
The cooperative operation of UAV clusters has emerged as the predominant trend in battlefield over recent years.Countries worldwide have invested significant scientific research efforts into this field,particularly focusing on the progress and advancements made in cluster cooperative control methods.The current research status of UAV cluster cooper-ative control methods is summarized and analyzed in this paper.The traditional approaches such as the leader-follower method,the virtual structure method,the behavior-based method,and the consistency-based method are primarily intro-duced.Additionally,intelligent cooperative control methods including those based on neural networks,fusion semantics,model predictive control,bionics,and cooperative control methods of human brain science are discussed and their re-search,advantages and disadvantages are analyzed.Finally,an analysis is conducted to identify future directions for the development of UAV clusters cooperative control.

UAV clusterunmanned combatcooperative controlintelligent control

马宝全、冯笛恩、胡博、余威、孙猛

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航天时代飞鸿技术有限公司,北京100094

无人机集群 无人作战 协同控制 智能控制

2024

导航与控制
北京航天控制仪器研究所

导航与控制

CSTPCD
影响因子:0.133
ISSN:1674-5558
年,卷(期):2024.23(2)
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