Coordinated trajectory tracking and collision-avoidance in dynamic environment for robots with double-integrated nonlinear dynamics

M. Kakavand, A. Alasty
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Abstract

This paper aims to provide a low-level control strategy for a robot represented by a nonlinear second-order dynamics to avoid collision while tracking a specified trajectory in a dynamic environment and to extend it to coordinated trajectory tracking and collision-avoidance. Back-stepping technique has been exploited for trajectory tracking and collision-avoidance is performed by a repulsion function. A general form of repulsion function has been determined from Lyapunov stability theory. Using work and energy principle an upper bound for repulsion function under velocity saturation for both agents and obstacles is given which guarantees no collision occurrence. Since the assumption was that there are moving obstacles present in the environment, therefore, we may also assume each obstacle may be another robot following the same, or different path, thus coordinated tracking will be achieved.
双积分非线性动力学机器人动态环境下的协调轨迹跟踪与避碰
本文旨在提供一种以非线性二阶动力学为代表的机器人在动态环境中跟踪指定轨迹时避免碰撞的低级控制策略,并将其扩展到协调轨迹跟踪和避免碰撞。利用退步技术进行轨迹跟踪,通过斥力函数实现避碰。从李亚普诺夫稳定性理论出发,确定了斥力函数的一般形式。利用功和能原理,给出了在速度饱和条件下agent和障碍物斥力函数的上界,保证不发生碰撞。由于假设环境中存在移动的障碍物,因此,我们也可以假设每个障碍物可能是另一个沿着相同或不同路径运行的机器人,从而实现协调跟踪。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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