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基于寒鸦配对交互行为的无人机集群编队控制

  • Beihang University
  • Peng Cheng Laboratory
  • National Key Laboratory of Science and Technology on Information System Security

科研成果: 期刊稿件文章同行评审

摘要

Inspired by the paired flight mechanism of jackdaws, a paired interactive swarm model is proposed and applied to the Unmanned Aerial Vehicle (UAV) swarm control system. Firstly, by imitating the paired interaction between jackdaw individuals, the neighbor selection mechanism is designed in pairing interaction. Considering inertial acceleration, long-range attraction, close-range repulsion, speed matching and motion damping, the paired and unpaired individual's differential equation of kinematics is established based on the social forces. Then the construction of the paired interaction model is completed. Secondly, based on the UAV control model, a UAV swarm controller in paired interaction mechanism is designed. Finally, two sets of simulation experiments are conducted to study the characteristics of the model proposed when it is used on the UAV swarm. Simulation results show that the paired interaction model can ensure the consistency of the UAV swarm. The communication load of the UAVs can be reduced by less average number of neighbors in UAV interaction. The UAV swarm has higher stimulation accuracy if the paired UAV is taken as the information individual when facing external stimuli.

投稿的翻译标题Unmanned aerial vehicle swarm formation control based on paired interaction mechanism in jackdaws
源语言繁体中文
页(从-至)391-397
页数7
期刊Beijing Hangkong Hangtian Daxue Xuebao/Journal of Beijing University of Aeronautics and Astronautics
47
2
DOI
出版状态已出版 - 2月 2021

关键词

  • Communication load
  • Paired interaction in jackdaws
  • Stimulation accuracy
  • Swarm control
  • Unmanned Aerial Vehicle (UAV)

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