Collision-Free Trajectory Planning for Multi-UAV Coordinated Ground Attack Mission under Uncertainties

被引:2
作者
Tang, Jiayu [1 ]
Li, Xiangmin [1 ]
Dai, Jinjin [1 ]
Bo, Ning [2 ]
机构
[1] Naval Aeronaut Univ, Yantai, Peoples R China
[2] PLA, Unit 91213, Yantai, Peoples R China
来源
2019 11TH INTERNATIONAL CONFERENCE ON INTELLIGENT HUMAN-MACHINE SYSTEMS AND CYBERNETICS (IHMSC 2019), VOL 1 | 2019年
关键词
Collision avoidance; multi-UAV; trajectory planning; time constraints;
D O I
10.1109/IHMSC.2019.00029
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
To cope with the uncertainties of position and arrival time of UAVs during trajectory planning, a trajectory optimization method considering timing constraints to eliminate collisions in the multi-UAV cooperated ground attack mission. Firstly, characteristics of multi-UAV coordinated ground attack missions are analyzed, and a mission model of coordinated attacking is established. Secondly, a trajectory collision degree function is introduced. Collisions can be eliminated by changing control variables of flight time, trajectory and flight height. Simulation results show feasibility and applicability of the proposed method in solving the collision-free trajectory planning problem.
引用
收藏
页码:89 / 92
页数:4
相关论文
共 10 条
[1]   Collision-Free 4D Trajectory Planning in Unmanned Aerial Vehicles for Assembly and Structure Construction [J].
Alejo, D. ;
Cobano, J. A. ;
Heredia, G. ;
Ollero, A. .
JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2014, 73 (1-4) :783-795
[2]   Aircraft 4D trajectories planning under uncertainties [J].
Chaimatanan, Supatcha ;
Delahaye, Daniel ;
Mongeau, Marcel .
2015 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (IEEE SSCI), 2015, :51-58
[3]   Comparison of 3D Versus 4D Path Planning for Unmanned Aerial Vehicles [J].
Cicibas, Halil ;
Demir, Kadir Alpaslan ;
Arica, Nafiz .
DEFENCE SCIENCE JOURNAL, 2016, 66 (06) :651-664
[4]  
Dunbabin M., 2012, P WORKSH ROB ENV MON
[5]   A Heuristic Evolutionary Algorithm of UAV Path Planning [J].
Fu, Zhangjie ;
Yu, Jingnan ;
Xie, Guowu ;
Chen, Yiming ;
Mao, Yuanhang .
WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2018,
[6]  
Huang HQ, 2014, CHIN CONTR CONF, P31, DOI 10.1109/ChiCC.2014.6896591
[7]  
Shen L. C., 2013, THEORIES METHODS AUT, P15
[8]  
Shi ZJ, 2018, INT CONF UNMAN AIRCR, P358, DOI 10.1109/ICUAS.2018.8453346
[9]   3D Smooth Path Planning for a UAV in Cluttered Natural Environments [J].
Yang, Kwangjin ;
Sukkarieh, Salah .
2008 IEEE/RSJ INTERNATIONAL CONFERENCE ON ROBOTS AND INTELLIGENT SYSTEMS, VOLS 1-3, CONFERENCE PROCEEDINGS, 2008, :794-800
[10]  
Zhang Qi, 2010, 2010 2nd International Conference on Intelligent Human-Machine Systems and Cybernetics (IHMSC 2010), P258, DOI 10.1109/IHMSC.2010.165