UAV Path Planning for Container Terminal Yard Inspection in a Port Environment

被引:3
|
作者
Tang, Gang [1 ]
Wang, Chenyuan [1 ]
Zhang, Zhao [1 ]
Men, Shaoyang [2 ]
Li, Tieshan
机构
[1] Shanghai Maritime Univ, Logist Engn Coll, Shanghai 201306, Peoples R China
[2] Guangzhou Univ Chinese Med, Sch Med Informat Engn, Guangzhou 510006, Peoples R China
关键词
unmanned aerial vehicle (UAV); path planning; A* algorithm; intelligent bidirectional rapidly exploring random trees star (IB-RRT*) inspection; container terminal yards; rail-mounted gantry crane tracks (RMGCTs); SIMULTANEOUS LOCALIZATION;
D O I
10.3390/jmse12010128
中图分类号
U6 [水路运输]; P75 [海洋工程];
学科分类号
0814 ; 081505 ; 0824 ; 082401 ;
摘要
Container terminal yards are automated terminal yards. The rail-mounted gantry crane (RMGC) and rail-mounted gantry crane tracks (RMGCTs) that frequently operate in terminal yards need to be inspected regularly to ensure the safe operation of container transportation in the yard. This paper proposes a framework for the path planning of RMGCT visual inspection using a UAV in container terminal yards in a port environment. The framework consisted of two main aspects. First, a global path to all inspection viewpoints was planned according to the inspection requirements using the A* algorithm and the improved minimum snap method. Second, the intelligent bidirectional rapidly exploring random trees star (IB-RRT*) algorithm was introduced to plan the local path during the flight of the UAV. Finally, the feasibility of the path-planning framework was demonstrated using simulation experiments.
引用
收藏
页数:23
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