基于改进人工势场算法的波浪滑翔机航迹规划与避障

Xiaobin Zong, Yu-feng Mao, Zhaocheng Sun, Lei Kou, Y. Zheng, Tiejun Li
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摘要

波浪滑翔机的航迹规划和避障方法的研究是其在海洋中顺利工作不可缺少的能力。人工势场算法作为一种实时轨迹规划和避障算法,受到了广泛的关注。针对传统人工势场算法无法到达目标点的问题,将波滑翔机与目标点之间的距离因子引入到斥力势场中;引入相对速度势场函数,增强速度势场的影响,解决了动力障碍物对波浪滑翔机的威胁。然后,根据波浪滑翔机的运动特性,分析了一定范围内的稳定波对轨迹规划和避障的影响。最后进行了仿真分析。仿真结果表明,该方法具有良好的轨迹规划和避障效果,生成的路径平滑。修正了无法到达目标的问题。
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Track planning and obstacle avoidance of wave glider based on improved artificial potential field algorithm
The research on track planning and obstacle avoidance methods of wave glider is an indispensable ability for its smooth work in the ocean. As a real-time track planning and obstacle avoidance algorithm, artificial potential field algorithm has attracted extensive attention. Aiming at the problem that the target point can not be reached in the traditional artificial potential field algorithm, the distance factor between the wave glider and the target point is introduced into the repulsive potential field; The relative velocity potential field function is introduced and the influence of velocity potential field is enhanced to solve the threat of dynamic obstacles to wave gliders. Then, based on the motion characteristics of wave gliders, the influence of stable waves in a certain range on track planning and obstacle avoidance is analyzed. Finally, the simulation analysis is carried out. The simulation results show that this method has good track planning and obstacle avoidance effect, and the generated path is smooth. Fixed the problem of not being able to reach the target.
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