Risk-Aware Motion Control for Care Robots

Guang Yang, Shuoyu Wang, Junyou Yang, Peng Shi
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引用次数: 1

Abstract

A risk-aware motion control system is presented so that care robots can conduct human-like behaviors by changing the behavior patterns concerning environmental risk. First, a method of evaluating the environmental risk of possible collision is introduced, by measuring the narrowness of the robot-centered space. Then a way of defining and achieving robot behavior patterns through the limitation of velocity and acceleration in the motion controller is presented. Finally, a system integrating the risk evaluation module and behavior adjust module is introduced which allows human-like behaviors upon traditional indoor navigation. Experiments were conducted in a real household environment with our care robot, KUT-PCR, in which the effectiveness of the proposed approach was verified.
护理机器人的风险感知运动控制
提出了一种风险感知运动控制系统,通过改变护理机器人在环境风险下的行为模式,实现类人行为。首先,介绍了一种通过测量机器人中心空间的狭窄度来评估可能发生碰撞的环境风险的方法。然后提出了一种通过运动控制器中速度和加速度的限制来定义和实现机器人行为模式的方法。最后,介绍了一种集成了风险评估模块和行为调整模块的系统,实现了传统室内导航的类人行为。利用我们的护理机器人KUT-PCR在真实的家庭环境中进行了实验,验证了所提出方法的有效性。
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