论文标题

工作区监视和计划安全移动操作

Workspace monitoring and planning for safe mobile manipulation

论文作者

Frese, Christian, Zube, Angelika, Frey, Christian

论文摘要

为了实现人类和(移动)操纵器共享工作空间并共同努力的物理人类机器人互动,机器人必须配备重要的功能来保证人类安全。机器人必须认识到可能与人类同事的碰撞,并通过在执行任务的同时调整动议来避免危险情况,从而预见他们的反应。 因此,已经开发出可以使用多个深度传感器来监视移动操纵器的工作空间,以收集有关机器人环境的信息。这涵盖了有关近距离机器人周围环境中障碍物的两个3D信息以及整个受监控空间中障碍物运动的预测。基于此信息,计划了无碰撞的机器人运动,在执行过程中,机器人通过调整计划的运动,放慢速度或停止而不断地反应不可预见的危险情况。 为了演示制造场景,已在典型的移动操纵器上实施了开发的方法。该算法以统一的方式处理机器人平台和操纵器,以便可以对路径和碰撞行为进行总体优化。通过整合监视,计划和互动控制组件,可以展示抓住,将对象放置在共享工作空间中的人类的任务。

In order to enable physical human-robot interaction where humans and (mobile) manipulators share their workspace and work together, robots have to be equipped with important capabilities to guarantee human safety. The robots have to recognize possible collisions with the human co-worker and react anticipatorily by adapting their motion to avert dangerous situations while they are executing their task. Therefore, methods have been developed that allow to monitor the workspace of mobile manipulators using multiple depth sensors to gather information about the robot environment. This encompasses both 3D information about obstacles in the close robot surroundings and the prediction of obstacle motions in the entire monitored space. Based on this information, a collision-free robot motion is planned and during the execution the robot continuously reacts to unforeseen dangerous situations by adapting its planned motion, slowing down or stopping. For the demonstration of a manufacturing scenario, the developed methods have been implemented on a prototypical mobile manipulator. The algorithms handle both robot platform and manipulator in a uniform manner so that an overall optimization of the path and of the collision avoidance behavior is possible. By integrating the monitoring, planning, and interaction control components, the task of grasping, placing and delivering objects to humans in a shared workspace is demonstrated.

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