仿慈鸦群信息交互的无人机集群协同转弯控制OA
Cooperative turning control of UAV swarm mimicking the information exchange behaviors of jackdaw flock
为实现动态不确定环境下无人机集群行为的快速调控,本文提出了一种仿慈鸦群信息交互的无人机集群协同转弯控制方法.通过分析慈鸦群交互行为及信息传播过程,分别建立了个体交互模型和信息传播模型,并阐述了信息交互与集群运动的关系.在社会力框架的基础上提出了集群动力学模型,并将其映射到转弯信息驱动下的无人机集群协同转弯控制中.仿真结果表明,在个体交互、信息传播及集群动力学的作用下,由少数无人机触发的转弯信息在集群中快速传播,使群体形成一致响应,实现了无人机集群的快速转弯机动.
This paper presents a cooperative turning control method inspired by jackdaw flock information to achieve rapid adjustment of unmanned aerial vehicle(UAV)swarm in dynamic and uncertain environments.The models of the individual interaction and information propagation are established by analyzing the interactive behaviors and information propagation process of jackdaw flock.The relationship between the information exchange and swarm motion is also eluci-dated.The swarm dynamics model based on the social force framework is proposed and mapped to the coordinated turning control of the UAVs driven by turning information.Simulation results indicate that under the influence of individual inter-action,information propagation,and swarm dynamics,the turning information triggered by some UAVs rapidly propagates,and enable the swarm to form a consistent response and thus achieve rapid turning maneuvers.
申燕凯;魏晨;段海滨
北京航空航天大学自动化科学与电气工程学院飞行器控制一体化技术重点实验室仿生自主飞行系统研究组,北京 100083北京航空航天大学自动化科学与电气工程学院飞行器控制一体化技术重点实验室仿生自主飞行系统研究组,北京 100083北京航空航天大学自动化科学与电气工程学院飞行器控制一体化技术重点实验室仿生自主飞行系统研究组,北京 100083||鹏城实验室,广东 深圳 518000
无人机集群协同转弯控制慈鸦信息交互集群动力学改进社会力
unmanned aerial vehicle(UAV)swarmcooperative turning controlinformation interaction of jackdaw flockswarm dynamicsmodified social force
《控制理论与应用》 2026 (2)
269-277,9
科技创新2030-"新一代人工智能"重大项目(2018AAA0102403),国家自然科学基金项目(U1913602,U20B2071,91948204,T2121003,U19B2033)资助.Supported by the Science and Technology Innovation 2030-Key Project of"New Generation Artificial Intelligence"(2018AAA0102403)and the Nati-onal Natural Science Foundation of China(U1913602,U20B2071,91948204,T2121003,U19B2033).
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