Path planning for UAVs formation reconfiguration based on Dubins trajectory

被引:18
|
作者
Chen Qing-yang [1 ]
Lu Ya-fei [1 ]
Jia Gao-wei [1 ]
Li Yue [2 ]
Zhu Bing-jie [1 ]
Lin Jun-can [1 ]
机构
[1] Natl Univ Def Technol, Coll Aerosp Sci & Engn, Changsha 410073, Hunan, Peoples R China
[2] Naval Aeronaut & Astronaut Univ, Dept Airborne Vehicle Engn, Yantai 264001, Peoples R China
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
unmanned aerial vehicles; formation reconfiguration; path planning; Dubins trajectory; particle swarm optimization;
D O I
10.1007/s11771-018-3944-z
中图分类号
TF [冶金工业];
学科分类号
0806 ;
摘要
Multiple UAVs are usually deployed to provide robustness through redundancy and to accomplish surveillance, search, attack and rescue missions. Formation reconfiguration was inevitable during the flight when the mission was adjusted or the environment varied. Taking the typical formation reconfiguration from a triangular penetrating formation to a circular tracking formation for example, a path planning method based on Dubins trajectory and particle swarm optimization (PSO) algorithm is presented in this paper. The mathematic model of multiple UAVs formation reconfiguration was built firstly. According to the kinematic model of aerial vehicles, a process of dimensionality reduction was carried out to simplify the model based on Dubins trajectory. The PSO algorithm was adopted to resolve the optimization problem of formation reconfiguration path planning. Finally, the simulation and vehicles flight experiment are executed. Results show that the path planning method based on the Dubins trajectory and the PSO algorithm can generate feasible paths for vehicles on time, to guarantee the rapidity and effectiveness of formation reconfigurations. Furthermore, from the simulation results, the method is universal and could be extended easily to the path planning problem for different kinds of formation reconfigurations.
引用
收藏
页码:2664 / 2676
页数:13
相关论文
共 50 条
  • [1] Path planning for UAVs formation reconfiguration based on Dubins trajectory基于Dubins 轨迹的多无人飞行器队形重构航迹规划方法研究
    Qing-yang Chen
    Ya-fei Lu
    Gao-wei Jia
    Yue Li
    Bing-jie Zhu
    Jun-can Lin
    Journal of Central South University, 2018, 25 : 2664 - 2676
  • [2] Mission Planning for Multiple UAVs Based on Ant Colony Optimization and Improved Dubins Path
    Li, Teng
    Jiang, Ju
    Zhen, Ziyang
    Gao, Chen
    2016 IEEE CHINESE GUIDANCE, NAVIGATION AND CONTROL CONFERENCE (CGNCC), 2016, : 954 - 959
  • [3] Path Planning Algorithm for Small UAV Based on Dubins Path
    Yang, Chaojie
    Liu, Lifen
    Wu, Jiang
    2016 IEEE/CSAA INTERNATIONAL CONFERENCE ON AIRCRAFT UTILITY SYSTEMS (AUS), 2016, : 1144 - 1148
  • [4] Path planning method for spacecraft formation reconfiguration based on CGAPIO
    Hua B.
    Sun S.
    Wu Y.
    Chen Z.
    Beijing Hangkong Hangtian Daxue Xuebao/Journal of Beijing University of Aeronautics and Astronautics, 2021, 47 (02): : 223 - 230
  • [5] Trajectory planning algorithm for spacecraft formation reconfiguration
    National Key Laboratory of Integrated Information System Technology, Institute of Software, Chinese Academy of Sciences, Beijing 100080, China
    不详
    Xitong Fangzhen Xuebao, 2008, 21 (5947-5952):
  • [6] Efficient unmanned aerial vehicle formation rendezvous trajectory planning using Dubins path and sequential convex programming
    Wang, Zhu
    Liu, Li
    Long, Teng
    Xu, Guangtong
    ENGINEERING OPTIMIZATION, 2019, 51 (08) : 1412 - 1429
  • [7] Cooperative Path Planning for Multiple UAVs Formation
    Zhen, Ziyang
    Gao, Chen
    Zhao, Qiannan
    Ding, Ruyi
    2014 IEEE 4TH ANNUAL INTERNATIONAL CONFERENCE ON CYBER TECHNOLOGY IN AUTOMATION, CONTROL, AND INTELLIGENT SYSTEMS (CYBER), 2014, : 469 - 473
  • [8] Path Planning of Fixed Wing UAVs Formation
    Benghezal, Amar
    Louali, Rabah
    Bazoula, Abedelouahab
    Chettibi, Taha
    2015 FIRST INTERNATIONAL CONFERENCE ON NEW TECHNOLOGIES OF INFORMATION AND COMMUNICATION (NTIC), 2015,
  • [9] Dubins path-based dynamic soaring trajectory planning and tracking control in a gradient wind field
    Gao, Chen
    Liu, Hugh H. T.
    OPTIMAL CONTROL APPLICATIONS & METHODS, 2017, 38 (02): : 147 - 166
  • [10] Reference Path Planning for UAVs Formation Flight Based on PH Curve
    Shao, Zhuang
    Zhou, Zhou
    Qu, Gaomin
    Zhu, Xiaoping
    PROCEEDINGS OF THE 2021 ASIA-PACIFIC INTERNATIONAL SYMPOSIUM ON AEROSPACE TECHNOLOGY (APISAT 2021), VOL 2, 2023, 913 : 155 - 168