Polar Polynomial Curve for Smooth, Collision-free Path Generation Between Two Arbitrary Configurations for Nonholonomic Robots

X. Lai, A. Mamun, S. Ge
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引用次数: 3

Abstract

This paper studies a geometric-based method for smooth path generation for nonholonomic mobile robots, which are subject to dynamic and curvature constraints. It first studies polar polynomial curve and its properties for it to be used in curvature-smooth transition. In the design of such a path, it is examinable whether the robot constraints and curvature requirement are satisfied. Then, connection using such a curve is extended to the case that the robot is performing rotation at its start position. Next, a computationally efficient way is proposed for collision test of the curve in order to achieve realtime path planning. Finally, extensive simulation experiments are carried out to verify the proposed method.
非完整机器人两任意构形间平滑无碰撞路径生成的极多项式曲线
研究了受动力学约束和曲率约束的非完整移动机器人光滑路径生成的几何方法。首先研究了极多项式曲线及其用于曲率平滑过渡的性质。在这种路径的设计中,需要考察机器人的约束条件和曲率要求是否满足。然后,将使用该曲线的连接扩展到机器人在其起始位置进行旋转的情况。其次,提出了一种计算效率高的曲线碰撞测试方法,以实现实时路径规划。最后,进行了大量的仿真实验来验证所提出的方法。
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