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Max-Min Adaptive Ant Colony Optimization Approach to Multi-UAVs Coordinated Trajectory Replanning in Dynamic and Uncertain Environments
  • ISSN号:1672-6529
  • 期刊名称:《仿生工程学报:英文版》
  • 时间:0
  • 分类:V279[航空宇航科学与技术—飞行器设计;航空宇航科学技术]
  • 相关基金:supported by the Natural Science Foundation of China (Grant no.60604009);Aeronautical Science Foundation of China (Grant no.2006ZC51039,Beijing NOVA Program Foundation of China (Grant no.2007A017);Open Fund of the Provincial Key Laboratory for Information Processing Technology,Suzhou University (Grant no KJS0821);“New Scientific Star in Blue Sky”Talent Program of Beihang University of China
中文摘要:

Multiple Uninhabited Aerial Vehicles (multi-UAVs) coordinated trajectory replanning is one of the most complicatedglobal optimum problems in multi-UAVs coordinated control. Based on the construction of the basic model of multi-UAVscoordinated trajectory replanning, which includes problem description, threat modeling, constraint conditions, coordinatedfunction and coordination mechanism, a novel Max-Min adaptive Ant Colony Optimization (ACO) approach is presented indetail. In view of the characteristics of multi-UAVs coordinated trajectory replanning in dynamic and uncertain environments,the minimum and maximum pheromone trails in ACO are set to enhance the searching capability, and the point pheromone isadopted to achieve the collision avoidance between UAVs at the trajectory planner layer. Considering the simultaneous arrivaland the air-space collision avoidance, an Estimated Time of Arrival (ETA) is decided first. Then the trajectory and flight velocityof each UAV are determined. Simulation experiments are performed under the complicated combating environment containingsome static threats and popup threats. The results demonstrate the feasibility and the effectiveness of the proposed approach.

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期刊信息
  • 《仿生工程学报:英文版》
  • 中国科技核心期刊
  • 主管单位:教育部
  • 主办单位:吉林大学
  • 主编:
  • 地址:吉林长春人民大街5988号南岭校区
  • 邮编:130022
  • 邮箱:fsxb@jlu.edu.cn
  • 电话:0431-85094074 85095180
  • 国际标准刊号:ISSN:1672-6529
  • 国内统一刊号:ISSN:22-1355/TB
  • 邮发代号:
  • 获奖情况:
  • 国内外数据库收录:
  • 俄罗斯文摘杂志,荷兰文摘与引文数据库,美国工程索引,美国剑桥科学文摘,美国科学引文索引(扩展库),中国中国科技核心期刊
  • 被引量:100