The Path Planning for UAV Based on Orthogonal Particle Swarm Optimization

被引:0
作者
LiuXin [1 ]
Wei Haiguang [1 ]
Zhou Chengping
Li Shujing [1 ]
机构
[1] Jiangsu Automat Res Inst, Lianyungang 222000, Peoples R China
来源
MIPPR 2013: REMOTE SENSING IMAGE PROCESSING, GEOGRAPHIC INFORMATION SYSTEMS, AND OTHER APPLICATIONS | 2013年 / 8921卷
关键词
particle swarm optimization (PSO); path planning; orthogonal PSO (OPSO);
D O I
10.1117/12.2030267
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
To ensure the attack mission success rate, a trajectory with high survivability and accepted path length and multiple paths with different attack angles must be planned. This paper proposes a novel path planning algorithm based on orthogonal particle swarm optimization, which divides population individual and speed vector into independent orthogonal parts, velocity and individual part update independently, this improvement advances optimization effect of traditional particle swarm optimization in the field of path planning, multiple paths are produced by setting different attacking angles, this method is simulated on electronic chart, the simulation result shows the effect of this method.
引用
收藏
页数:9
相关论文
共 11 条
[1]  
Fu Y.G., 2011, RES PARTICLE SWARM O
[2]   OPSO: Orthogonal particle swarm optimization and its application to task assignment problems [J].
Ho, Shinn-Ying ;
Lin, Hung-Sui ;
Liauh, Weei-Hurng ;
Ho, Shinn-Jang .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, 2008, 38 (02) :288-298
[3]  
[李春华 Li Chunhua], 2002, [宇航学报, Journal of Chinese Society of Astronautics], V23, P13
[4]  
[刘新 Liu Xin], 2010, [宇航学报, Journal of Chinese Society of Astronautics], V31, P2524
[5]   Application of particle swarm algorithm in route planning of UAV [J].
Ni T.-Q. ;
Wang J.-D. ;
Liu Y.-A. .
Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2011, 33 (04) :806-810
[6]  
Nikolos IK, 2007, STUD COMPUT INTELL, V70, P77
[7]   Particle swarm optimization for task assignment problem [J].
Salman, A ;
Ahmad, I ;
Al-Madani, S .
MICROPROCESSORS AND MICROSYSTEMS, 2002, 26 (08) :363-371
[8]   Robust algorithm for real-time route planning [J].
Szczerba, RJ ;
Galkowski, P ;
Glickstein, IS ;
Ternullo, N .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2000, 36 (03) :869-878
[9]  
Ye Y., 2005, STUDY MULTIUCAV COOP
[10]  
Zheng C, 2003, STUDY PATH PLANNING