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一种改进的UAV三维航迹实时规划算法

何平川 戴树岭

何平川, 戴树岭. 一种改进的UAV三维航迹实时规划算法[J]. 北京航空航天大学学报, 2010, 36(10): 1248-1251.
引用本文: 何平川, 戴树岭. 一种改进的UAV三维航迹实时规划算法[J]. 北京航空航天大学学报, 2010, 36(10): 1248-1251.
He Pingchuan, Dai Shuling. Improved 3-D real-time trajectory planning algorithm for UAV[J]. Journal of Beijing University of Aeronautics and Astronautics, 2010, 36(10): 1248-1251. (in Chinese)
Citation: He Pingchuan, Dai Shuling. Improved 3-D real-time trajectory planning algorithm for UAV[J]. Journal of Beijing University of Aeronautics and Astronautics, 2010, 36(10): 1248-1251. (in Chinese)

一种改进的UAV三维航迹实时规划算法

详细信息
    作者简介:

    何平川(1977-),男,湖北仙桃人,博士生,george.hpc@gmail.com.

  • 中图分类号: TP 391.9

Improved 3-D real-time trajectory planning algorithm for UAV

  • 摘要: 航迹规划对于战场环境中无人机完成其作战任务具有非常重要的意义.针对真实战场环境中低空无人机的三维航迹实时规划问题,构建了一个更加真实的战场威胁精简模型;提出遗传个体的基因优劣对比度,改进一种共享小生境遗传算法中编码基因的遗传特性.经过改进,增大优化基因的遗传概率,实现提高小生境遗传算法的全局优化能力和收敛速度,增强航迹规划的实时性.对三维数字地形空间进行定长网格编码,将改进的小生境遗传算法应用于三维虚拟战场环境中的无人机航迹规划,实验验证了改进算法的有效性,并能满足在线航迹规划的实时性要求.

     

  • [1] De la Cruz J M,Besada-Portas E,Torre-Cubillo L.Evolutionary path planner for UAVs in realistic environments //2008 Proceedings of the 10th annual conference on Genetic and evolutionary computation.Atlanta: ACM,2008:1477-1484 [2] Hennebry Michael,Jian Kuodi,Nygard Kendall E.Dynamic network refinement in automated aircraft route planning //IEEE EIT2007 Proceedings.Chicago: IEEE,2007:373-377 [3] Arunadevi J,Johnsanjeevkumar A,Sujatha N.Intelligent transport route planning using parallel genetic algorithms and MPI in high performance computing cluster //15th International Conference on Adanced Computing and Communications.Guwahati: IEEE,2007:578-583 [4] Nakamiya Masaki,Kishino yasue,Terada Tsutomu, et al.A route planning method using cost map for mobile sensor nodes //2nd International Symposium on Wireless Pervasive Computing.Sanjuan: IEEE,2007:169-174 [5] Sun Tsungying,Huo Chihli,Tsai Shangjeng, et al.Optimal UAV flight path planning using skeletonization and particle swarm optimizer //2008 IEEE Congress on Evolutionary Computation.Hongkong: IEEE,2008: 1183-1188 [6] 赵文婷.基于作战想定的无人机航迹规划与数据库设计 .北京:北京航空航天大学自动化科学与电气工程学院,2007 Zhao Wenting.Unmanned aerial vehicle flight path planning and database design based on war scenario .Beijing: School of Automation Science and Electrical Engineering,Beijing University of Aeronautics and Astronautics,2007(in Chinese) [7] Admin.遗传算法小生境技术简介 .南昌:Admin,2006 .http://qbwh.com/viewthread_123913.html Admin.Brief introduction of niched genetic algorithm technology .Nanchang:Admin,2006 .http://qbwh.com/viewthread_123913.html(in Chinese) [8] Lup Laiwei,Srinivasan Dipti.A hybird evolutionary algorithm for dynamic route planning //2007 IEEE Congress on Evolutionary Computation.Singapore: IEEE,2007:4743-4749
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出版历程
  • 收稿日期:  2009-09-15
  • 网络出版日期:  2010-10-31

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