Comparison of Parallel Genetic Algorithm and Particle Swarm Optimization for Real-Time UAV Path Planning

作者: Vincent Roberge , Mohammed Tarbouchi , Gilles Labonte

DOI: 10.1109/TII.2012.2198665

关键词:

摘要: … This paper presents a path planning solution for UAVs which considers the dynamic properties of the UAV and the complexity of a real 3D environment. We used two nondeterministic …

参考文章(18)
Yangguang Fu, Mingyue Ding, Chengping Zhou, Phase Angle-Encoded and Quantum-Behaved Particle Swarm Optimization Applied to Three-Dimensional Route Planning for UAV systems man and cybernetics. ,vol. 42, pp. 511- 526 ,(2012) , 10.1109/TSMCA.2011.2159586
Adam Slowik, Michal Bialko, Design and Optimization of IIR Digital Filters with Non-Standard Characteristics Using Particle Swarm Optimization Algorithm international conference on electronics, circuits, and systems. pp. 162- 165 ,(2007) , 10.1109/ICECS.2007.4510955
E.P. Anderson, R.W. Beard, T.W. McLain, Real-time dynamic trajectory smoothing for unmanned air vehicles IEEE Transactions on Control Systems and Technology. ,vol. 13, pp. 471- 477 ,(2005) , 10.1109/TCST.2004.839555
N. Sariff, N. Buniyamin, An Overview of Autonomous Mobile Robot Path Planning Algorithms student conference on research and development. pp. 183- 188 ,(2006) , 10.1109/SCORED.2006.4339335
Hai Chen, Xin-min Wang, Yan Li, A Survey of Autonomous Control for UAV artificial intelligence and computational intelligence. ,vol. 2, pp. 267- 271 ,(2009) , 10.1109/AICI.2009.147
C.L. Bottasso, D. Leonello, B. Savini, Path Planning for Autonomous Vehicles by Trajectory Smoothing Using Motion Primitives IEEE Transactions on Control Systems and Technology. ,vol. 16, pp. 1152- 1168 ,(2008) , 10.1109/TCST.2008.917870
J. Kennedy, R. Eberhart, Particle swarm optimization international conference on networks. ,vol. 4, pp. 1942- 1948 ,(2002) , 10.1109/ICNN.1995.488968
Ze Cheng, Ying Sun, Yanli Liu, Path planning based on immune genetic algorithm for UAV international conference on electric information and control engineering. pp. 590- 593 ,(2011) , 10.1109/ICEICE.2011.5777407
J. E. Bresenham, Algorithm for computer control of a digital plotter Ibm Systems Journal. ,vol. 4, pp. 25- 30 ,(1965) , 10.1147/SJ.41.0025
Ellips Masehian, Davoud Sedighizadeh, Classic and Heuristic Approaches in Robot Motion Planning A Chronological Review World Academy of Science, Engineering and Technology, International Journal of Mechanical, Aerospace, Industrial, Mechatronic and Manufacturing Engineering. ,vol. 1, pp. 228- 233 ,(2007)