Force and Acceleration Sensor Fusion for Compliant Robot Motion Control

J. García, A. Robertsson, J. Ortega, Rolf Johansson
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引用次数: 30

Abstract

In this work, we present implementation and experiment of the theory of dynamic force sensing for robotic manipulators, which uses a sensor fusion technique in order to extract the contact force exerted by the end-effector of the manipulator from those measured by a wrist force sensor, which are corrupted by the inertial forces on the end-effector. We propose a new control strategy based on multisensor fusion with three different sensors— that is, encoders mounted at each joint of the robot with six degrees of freedom, a wrist force sensor and an accelerometer— whose goal is to obtain a suitable contact force estimator for the three Cartesian axes. This new observer contributes to overcome many of the difficulties of uncertain world models and unknown environments, which limit the domain of application of currents robots used without external sensory feedback. An impedance control scheme was proposed to verify the improvement. The experiments were carried out on an ABB industrial robot with open control system architecture.
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柔性机器人运动控制的力与加速度传感器融合
在这项工作中,我们提出了机械臂动态力传感理论的实现和实验,该理论使用传感器融合技术从手腕力传感器测量的机械臂末端执行器施加的接触力中提取出末端执行器施加的接触力,这些接触力被末端执行器上的惯性力破坏。提出了一种基于三种不同传感器的多传感器融合控制策略,即在六自由度机器人的每个关节安装编码器,腕部力传感器和加速度计,其目标是获得适合三个笛卡尔轴的接触力估计器。这种新的观测器有助于克服不确定世界模型和未知环境的许多困难,这些困难限制了当前没有外部感官反馈的机器人的应用领域。提出了一种阻抗控制方案来验证改进的有效性。实验在开放式控制系统架构的ABB工业机器人上进行。
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