Adaptive robot control for human-dominant interactions using a general task function

S. Lyu, C. Cheah
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引用次数: 3

Abstract

When humans and a robot manipulator are sharing the same workspace, the robot is required to interact with the humans in addition to performing the standard robot tasks. Due to the different natures of the robot tasks and interaction tasks, different controllers are required when the task is switched from one to another. However, few results have been obtained in integrating the robot task and the interaction task using one general controller. In this paper, a general task function is employed so that different task requirements can be specified by changing certain task parameters instead of the controller. A simple active role allocation is developed such that when the human is outside the robots workspace, the robot performs the desired robot task and when the human enters the workspace, the robot interacts with human in a way or behaviour as specified by the human. The stability of overall system which integrates both the robot task and interaction task is shown by using Lyapunov like analysis. Experimental results are presented to illustrate the performance of proposed controller.
基于通用任务函数的人机交互自适应机器人控制
当人类和机器人机械手共享同一工作空间时,除了执行标准的机器人任务外,还需要机器人与人类进行交互。由于机器人任务和交互任务的性质不同,在任务切换时需要使用不同的控制器。然而,将机器人任务和交互任务集成在一个通用控制器上的结果很少。本文采用通用任务函数,通过改变任务参数来代替控制器来指定不同的任务需求。开发了一种简单的主动角色分配方法,当人在机器人工作空间之外时,机器人执行期望的机器人任务,当人进入工作空间时,机器人以人指定的方式或行为与人交互。采用类李亚普诺夫分析方法证明了机器人任务和交互任务相结合的整个系统的稳定性。实验结果验证了所提控制器的性能。
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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