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首页> 外文期刊>International Journal of Robotics & Automation >EXPERIMENTAL ANALYSIS ON SPATIAL AND CARTESIAN IMPEDANCE CONTROL FOR THE DEXTEROUS DLR/HIT II HAND
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EXPERIMENTAL ANALYSIS ON SPATIAL AND CARTESIAN IMPEDANCE CONTROL FOR THE DEXTEROUS DLR/HIT II HAND

机译:灵巧DLR / HIT II手的空间和笛卡尔阻抗控制的实验分析

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摘要

This paper presents an experimental study on impedance control in both Cartesian and object level with adaptive friction compensation for dexterous robot hand based on joint torque feedback. To adaptively decrease the effects of high friction caused by complex transmission systems and joint coupling, a friction observer is proposed based on the extended Kalman filter (EKF) in this paper. A Cartesian impedance controller is implemented on a multi-fingered dexterous robot hand with identical fingers, based on the modelling of each modular finger. In addition, a flexible n-fingered object frame is proposed in this paper, applicable to any finger configuration with three or more fingers (n ≥ 3). This enables the design of a 6-DoF spatial impedance controller. Stability of the closed-loop system with friction observer is analysed. A position error of less than 0.16° is achieved using joint impedance control with adaptive friction compensation, which shows significant improvement in performance, as compared to 1.5° without compensation, and 0.5° with fixed-parameters friction compensation. Experimental results confirm the improvement in performance for the robot hand with Cartesian impedance control and adaptive joint friction compensation, demonstrating the effectiveness of spatial impedance controller with the proposed object frame and estimation strategy.
机译:本文提出了一种基于关节扭矩反馈的自适应机器人手掌摩擦和笛卡尔水平阻抗控制的实验研究。为了自适应地减少复杂的传动系统和关节耦合引起的高摩擦的影响,本文提出了一种基于扩展卡尔曼滤波器(EKF)的摩擦观察器。基于每个模块化手指的建模,在具有相同手指的多指灵巧机器人手上实现笛卡尔阻抗控制器。另外,本文提出了一种灵活的n指物体框架,适用于三个或三个以上手指(n≥3)的任何手指配置。这使得能够设计6自由度空间阻抗控制器。分析了带有摩擦观测器的闭环系统的稳定性。使用带自适应摩擦补偿的关节阻抗控制可实现小于0.16°的位置误差,与不带补偿的1.5°和带固定参数摩擦补偿的0.5°相比,性能显着提高。实验结果证实了采用笛卡尔阻抗控制和自适应关节摩擦补偿的机器人手性能的改善,证明了所提出的对象框架和估计策略对空间阻抗控制器的有效性。

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