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作者:

Xu, Zhe (Xu, Zhe.) | Liu, Xin (Liu, Xin.) | Chen, Qianglong (Chen, Qianglong.)

收录:

CPCI-S

摘要:

Path planning is a key part of ensuring that smart vehicles are safe and fast to reach their destination. Currently, global path planning mainly uses Astar algorithm for search planning. Astar algorithm is a heuristic search algorithm, which has been widely used in path planning, but it has many disadvantages, such as: low search efficiency, poor real-time performance, and there are no constraints in search. In view of the shortcomings of Astar algorithm, this paper presents Bidirectional search-Binary tree Astar algorithm(BBAstar), BB-Astar algorithm has following improvements: First, binary tree data structure is added to the open table of Astar algorithm to optimize the efficiency of the algorithm; Second, use bidirectional search strategy to further improve the efficiency of the algorithm; Thirdly, two kinds of constraint conditions, which must pass through a certain node and a certain road section, are set in the algorithm to make the algorithm more practical. Simulation results show that the search efficiency of the BB-Astar algorithm is better than classic Astar algorithm, and the search with constraints can be completed.

关键词:

bidirectional search strategy Astar algorithm Path planning Binary tree

作者机构:

  • [ 1 ] [Xu, Zhe]Beijing Univ Technol, Beijing 100124, Peoples R China
  • [ 2 ] [Liu, Xin]Beijing Univ Technol, Beijing 100124, Peoples R China
  • [ 3 ] [Chen, Qianglong]Beijing Univ Technol, Beijing 100124, Peoples R China

通讯作者信息:

  • [Xu, Zhe]Beijing Univ Technol, Beijing 100124, Peoples R China

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来源 :

2019 CHINESE AUTOMATION CONGRESS (CAC2019)

ISSN: 2688-092X

年份: 2019

页码: 2075-2080

语种: 英文

被引次数:

WoS核心集被引频次: 6

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ESI高被引论文在榜: 0 展开所有

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