应用调和势场方法的船舶自动航行与避碰
首发时间:2009-02-10
摘要:船舶自动航行技术是减少海上事故人为失误的有效途径。人工势场方法被成功应用于自主移动机器人的路径规划,该方法也可应用于船舶航行和避碰领域。不过“局部最小点”问题必须得到妥善解决。利用调和函数可以解决这个问题。本文应用调和函数定义了势场,选取合适的边界条件,解决船舶航行的路径规划问题。利用调和势场,无论船舶在开敞水域或受限水域都可以自动生成航行路径, 并且还可以遵从特定水域的航行规则和海员通常做法。对狭水道和通航分道2种水域进行了计算机仿真实验。实验表明调和势场方法用于船舶航行路径规划和避碰,效果良好。
关键词: 船舶自动航行 船舶避碰 人工势场 调和函数 运动规划
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Autonomous ship navigation and collision avoidance using harmonic potential field
Abstract:Autonomous ship navigation technology is a promising approach to reduce human errors in maritime accidents. Artificial Potential Field method has been successfully employed for path planning of autonomous mobile robot and it can also be effective for ship navigation and collision avoidance at sea. The problem of local minima, however, should be properly tackled. Harmonic functions can be used to eliminate the problem. In this paper, harmonic functions are used in defining the potential field. Proper boundary conditions are chosen to solve the navigation planning problem for ships. With harmonic potential field, ship navigation route can be generated automatically in constrained water areas, as well as at open sea, and the tracks of the ships can follow the navigational regulations and general practice of seaman, for the specific region. Computer simulations are conducted for two typical water areas such as Traffic Separation Scheme and narrow channel. The simulations illustrate satisfied results for path planning of ship navigation and collision avoidance
Keywords: autonomous ship navigation collision avoidance potential field harmonic function motion planning
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