A time-optimal path planning method for AUV docking under geometrical constraints

被引:0
|
作者
Li, Zeyu [1 ]
Liu, Weidong [1 ]
Gao, Li'e [1 ]
Li, Le [1 ]
机构
[1] Northwestern Polytech Univ, Sch Marine Sci & Technol, Xian, Peoples R China
来源
关键词
AUV; path optimization; ENVIRONMENT; FIELD;
D O I
10.1109/oceanse.2019.8867060
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
Challenges in ocean environment bring complexities for AUV docking, including ocean currents, obstacles and geometrical constraints. This paper proposed an evolutionary-based method, to optimize the docking path. First, the ocean environment and constraints are analysed and modelled. Next, the control points are designed to satisfy the model constraints. Then, the adaptive law and mutation operator are introduced in Particle Swarm Optimization (PSO), to achieve the global time-optimization. Finally, the proposed approach is evaluated via Monte-Carlo trials, which demonstrates a significant improvement with respect to the state-of-the-art approaches.
引用
收藏
页数:6
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