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用于增强华尔兹中触觉人机交互的机器人舞者控制。

Control of a Robot Dancer for Enhancing Haptic Human-Robot Interaction in Waltz.

出版信息

IEEE Trans Haptics. 2012;5(3):264-73. doi: 10.1109/TOH.2012.36.

DOI:10.1109/TOH.2012.36
PMID:26964112
Abstract

Haptic interaction between a human leader and a robot follower in waltz is studied in this paper. An inverted pendulum model is used to approximate the human's body dynamics. With the feedbacks from the force sensor and laser range finders, the robot is able to estimate the human leader's state by using an extended Kalman filter (EKF). To reduce interaction force, two robot controllers, namely, admittance with virtual force controller, and inverted pendulum controller, are proposed and evaluated in experiments. The former controller failed the experiment; reasons for the failure are explained. At the same time, the use of the latter controller is validated by experiment results.

摘要

本文研究了人类领导者和机器人跟随者在华尔兹中的触觉交互。使用倒立摆模型来近似人类的身体动力学。通过力传感器和激光测距仪的反馈,机器人可以使用扩展卡尔曼滤波器(EKF)来估计人类领导者的状态。为了减少相互作用力,提出并评估了两种机器人控制器,即导纳与虚拟力控制器和倒立摆控制器。前者控制器的实验失败了;解释了失败的原因。同时,通过实验结果验证了后者控制器的使用。

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引用本文的文献

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Cooperative Dynamic Manipulation of Unknown Flexible Objects: Joint Energy Injection Based on Simple Pendulum Fundamental Dynamics.未知柔性物体的协同动态操纵:基于单摆基本动力学的联合能量注入
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Older adults' acceptance of a robot for partner dance-based exercise.
老年人对基于机器人伴舞的运动的接受程度。
PLoS One. 2017 Oct 18;12(10):e0182736. doi: 10.1371/journal.pone.0182736. eCollection 2017.
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Evaluation by Expert Dancers of a Robot That Performs Partnered Stepping via Haptic Interaction.专业舞者对通过触觉交互进行双人舞步表演的机器人的评估。
PLoS One. 2015 May 20;10(5):e0125179. doi: 10.1371/journal.pone.0125179. eCollection 2015.