Path Planning for Multi-UAV Formation

被引:104
作者
Chen, YongBo [1 ,2 ]
Yu, JianQiao [1 ,2 ]
Su, XiaoLong [1 ,2 ]
Luo, GuanChen [1 ,2 ]
机构
[1] Beijing Inst Technol, Sch Aerosp Engn, Beijing 100081, Peoples R China
[2] Minist Educ, Key Lab Dynam & Control Flight Vehicle, Beijing 100081, Peoples R China
关键词
Multi-UAV path planning; Virtual velocity rigid body; Virtual target point; Optimal control; The artificial potential field; Path following; OBSTACLE;
D O I
10.1007/s10846-014-0077-y
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents an efficient and feasible algorithm for the path planning problem of the multiple unmanned aerial vehicles (multi-UAVs) formation in a known and realistic environment. The artificial potential field method updated by the additional control force is used for establishing two models for the single UAV, which are the particle dynamic model and the path planning optimization model. The additional control force can be calculated by using the optimal control method. Furthermore, the multi-UAV path planning model is established by introducing "virtual velocity rigid body" and "virtual target point". Then, the motion states of the lead plane and wingmen are obtained from the path planning model. Finally, the path following process based on the quadrotor helicopter PID controllers is introduced to verify the rationality of the path planning results. The simulation results show that the artificial potential method with the additional control force improved by the optimal control method has a good path planning ability for the single UAV and the all UAVs formation. At the same time, the path planning results are available and the UAVs can basically track the UAV formation.
引用
收藏
页码:229 / 246
页数:18
相关论文
共 26 条
  • [1] [Anonymous], ROB AUT 1991 P 1991
  • [2] [Anonymous], DYNAMIC GRAPH SEARCH
  • [3] [Anonymous], 2011 9 IEEE INT C CO
  • [4] [Anonymous], OPTIMAL CONTROL THEO
  • [5] [Anonymous], AUT QUAL TEST ROB AQ
  • [6] [Anonymous], 2012 24 CHIN CONTR D
  • [7] [Anonymous], 26 CHIN CONTR C 26 3
  • [8] [Anonymous], IEEE SOUTHEASTCON 20
  • [9] [Anonymous], ICCAS SICE 2009
  • [10] [Anonymous], 2007, 2007 IEEE RSJ INT C