基于动态涡势场的移动机器人协同避碰

Wayne Paul Martis, Sachit Rao
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引用次数: 0

摘要

研究了在二维平面上匀速直线运动的非完整机器人的避碰问题。利用相对速度在极坐标系下的函数——动态涡势场来设计避免碰撞的机动。在梯度计算中引入涡量,使机器人之间具有协同避撞行为,并确保不存在局部极小值。只有当机器人与其他移动机器人或静止障碍物发生碰撞时,才会激活这种排斥场。通过在极坐标下分析基于运动学的接触动力学,确定了确保与静止和运动机器人以及主动寻求碰撞的机器人避免碰撞的PF参数。在移动机器人平台上获得的实验结果支持了理论贡献。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Cooperative Collision Avoidance in Mobile Robots using Dynamic Vortex Potential Fields
In this paper, the collision avoidance problem for non-holonomic robots moving at constant linear speeds in the 2-D plane is considered. The maneuvers to avoid collisions are designed using dynamic vortex potential fields (PFs) that are functions of relative velocities in polar coordinates. Introduction of vorticity in the calculation of the gradients leads to a cooperative collision avoidance behaviour between the robots and also ensures the absence of local minima. Such a repulsive field is activated by a robot only when it is on a collision path with other mobile robots or stationary obstacles. By analysing the kinematics-based engagement dynamics in polar coordinates, the PF parameters are identified that ensure collision avoidance with stationary and moving robots, as well as those actively seeking to collide with it. Experimental results acquired using a mobile robot platform that support the theoretical contributions are presented.
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