跳到主要导航 跳到搜索 跳到主要内容

仿灰狼合作捕食行为的无人机集群动态任务分配

  • Beihang University
  • Peng Cheng Laboratory

科研成果: 期刊稿件文章同行评审

摘要

Large scale uxnmanned aerial vehicle (UAV) swarm can answer for the unavailable tasks for the traditional UAVs. It is necessary to consider the balance of resource and the multi-objection of mission planning for improving the success rate and the reliability of UAV swarm. Gray wolfs are typical hunting animals that tend to hunt preys by group coordination, where the social hierarchy and cooperative predation are specific characteristics in the gray wolf-pack hunting processes. The group interaction mechanism and the cooperative hunting behavior of gray wolfs are modeled by analyzing the hunting process of gray wolf-pack. On this basis, the gray wolf cooperative predation behavior mechanism is mapped to the UAV cluster dynamic task allocation, of which the process is established. The simulation results show that when the relationship between the number of UAV clusters and task nodes is different, the proposed dynamic task allocation method has obvious advantages in resource balance and effectiveness.

投稿的翻译标题Unmanned aerial vehicle swarm dynamic mission planning inspired by cooperative predation of wolf-pack
源语言繁体中文
页(从-至)1855-1862
页数8
期刊Kongzhi Lilun Yu Yingyong/Control Theory and Applications
38
11
DOI
出版状态已出版 - 11月 2021

关键词

  • Mission planning
  • Predatory
  • Unmanned aerial vehicles
  • Wolf-pack

指纹

探究 '仿灰狼合作捕食行为的无人机集群动态任务分配' 的科研主题。它们共同构成独一无二的指纹。

引用此