无人水面舰艇自动驾驶综合路径规划算法研究

Lee Yeong-Ho, Kim Yeong-Jun, Jeong Da-Un, Weon Ihn-Sik
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引用次数: 1

摘要

提出了一种无人水面舰艇的路径规划与避障算法。自动驾驶的路径规划主要分为全局路径生成和区域路径生成。首先,在创建全局路径时使用A*算法。此时,当应用简单的A*算法时,由于没有考虑USV的旋转半径和动态特性,因此通过应用基数样条来修改A*算法生成的路径。其次,采用P-DWA (Predictive-Dynamic Window Approach)算法,避开局部路径上的固定/移动障碍物,沿着全局路径生成的路径点进行移动;
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Development of an integrated path planning algorithm for autonomous driving of unmanned surface vessel
This paper proposes a path planning and obstacle avoidance algorithm for USV(Unmanned Surface Vessel). Path planning for autonomous driving is largely classified into global path generation and regional path generation. First, the A* algorithm is used when creating the global path. At this time, when applying the simple A* algorithm, since the rotation radius and dynamic characteristics of USV are not taken into account, a path generated from the A* algorithm is modified by applying a cardinal spline. Next, the P-DWA (Predictive-Dynamic Window Approach) algorithm was applied to avoid the fixed/moving obstacles of the local path and follow the waypoints generated from the global path.
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