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一种基于改进A^*算法的三维航迹规划方法 被引量:9

Three-Dimensional Route Planning Based on an Advanced A^* Algorithm
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摘要 采用了一种改进的网格A*算法进行了飞行器的三维航迹规划。将启发函数中的直线距离替换为折距,对其进行了改进。改进后的启发函数有效地减少了规划过程中扩展的节点数,从而减少了搜索时间,并且扩展节点时,只选择满足飞行器的飞行性能约束的邻点,减小了搜索空间。仿真结果表明,应用该规划方法,飞行器能够进行在线实时三维航迹规划。 An advanced grid A^* search algorithm was proposed to accomplish the flight 3D route planning. The fold distance of the heuristic function was used instead of its direct distance. The total number of expanded nodes in planning had been reduced by using the advanced heuristic function, computational time also had been shorten. When expanding nodes, only those neighbor nodes were selected that satisfy dynamic motion constraints of the vehicle,the search space had been minished. The simulation results showed the method could work for real-time 3D route planning.
出处 《飞行力学》 CSCD 北大核心 2008年第1期48-51,共4页 Flight Dynamics
基金 十五预研项目(102010106)
关键词 航迹规划 网格A^*搜索 启发函数 实时规划 route planning grid A^* Search heuristic function real-time planning
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参考文献4

  • 1George F Luger. Artificial Intelligence: Structures and Strategies for Complex Problem Solving [ M ].Beijing: China Machine Press,2003. 142-144.
  • 2Szczerba Robert J. Robust Algorithm for Real-Time Route Planning [ J ]. IEEE Transactions on Aerospace and Electronic Systems,2000,36 (3) : 869-878.
  • 3唐强,张翔伦,左玲.无人机航迹规划算法的初步研究[J].航空计算技术,2003,33(1):125-128. 被引量:103
  • 4Nathan D Richards. A Hybrid A^*/Automaton Approach to On-Line Path Planning with Obstacle Avoidance [ R ]. AIAA-2004-5229,2004.

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