Kinematics-based collision-free motion planning for autonomous mobile robot in dynamic environment

R. Luo, Shih C. Wu, Chun C. Lai, Jeng-Han Li
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Abstract

In indoor environment, often time there always exist moving objects such as people or other service robots. For indoor service robot, they may follow a priori to patrol or help people to delivery so that it is fundamental and essential to achieve the destination without collision. In this paper, we aim at developing the collision-free algorithm by using kinematics-based method. Based on the model developed, we propose the collision-free conditions to find out proper via-postures. While the conditions are satisfied, the relative distance between the robot and the moving obstacle will be guaranteed, the collision vanishes and via-postures are derived from the condition as well. To enhance robot collision avoidance behavior, we make efforts on the following requirements: (1) smooth collision-free paths (2) situation-dependant path selection mechanism (3) redirection to the priori to conduct the tasks continuously. The justifications and approaches used for all the requirements are stated and discussed. Simulations and experimental results are made to demonstrate the feasibility and applicability of the method.
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自主移动机器人动态环境下基于运动学的无碰撞运动规划
在室内环境中,往往时刻存在着移动的物体,如人或其他服务机器人。对于室内服务机器人来说,它们可能会先验地进行巡逻或帮助人们送货,因此不发生碰撞地到达目的地是根本和必要的。在本文中,我们的目标是利用基于运动学的方法开发无碰撞算法。在此基础上,提出了无碰撞条件来确定合适的过孔姿态。在满足条件的情况下,机器人与移动障碍物之间的相对距离将得到保证,碰撞将消失,并由该条件导出过姿态。为了增强机器人的避碰行为,我们在以下方面做出了努力:(1)平滑的无碰撞路径(2)依赖于情境的路径选择机制(3)重定向到先验以连续执行任务。说明并讨论了所有需求的理由和使用的方法。仿真和实验结果验证了该方法的可行性和适用性。
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