Department of Robot and Mechatronics, Korea Institute of Machinery & Materials (KIMM), 156, Gajeongbuk-ro, Yuseong-gu, Daejeon 34103, Korea.
Department of Mechanical Engineering, Sungkyunkwan University, 2066, Seobu-ro, Jangan-gu, Suwon 16419, Korea.
Sensors (Basel). 2021 Apr 14;21(8):2770. doi: 10.3390/s21082770.
In the field of robotics, sensors are crucial in enabling the interaction between robots and their users. To ensure this interaction, sensors mainly measure the user's strength, and based on this, wearable robots are controlled. In this paper, we propose a novel three-axis force/torque sensor for wearable robots that is compact and has a high load capacity. The bolt and nut combination of the proposed sensor is designed to measure high-load weights, and the simple structure of this combination allows the sensor to be compact and light. Additionally, to measure the three-axis force/torque, we design three capacitance-sensing cells. These cells are arranged in parallel to measure the difference in capacitance between the positive and negative electrodes. From the capacitance change measured by these sensing cells, force/torque information is converted through deep neural network calibration. The sensing point can also be confirmed using the geometric and kinematic relation of the sensor. The proposed sensor is manufactured through a simple and inexpensive process using cheap and simply structured components. The performance of the sensor, such as its repeatability and capacity, is evaluated using several experimental setups. In addition, the sensor is applied to a wearable robot to measure the force of an artificial muscle.
在机器人领域,传感器对于实现机器人与用户之间的交互至关重要。为了确保这种交互,传感器主要测量用户的力量,并根据这个力量来控制可穿戴机器人。在本文中,我们提出了一种新型的三轴力/扭矩传感器,用于可穿戴机器人,它具有紧凑和高承载能力的特点。所提出的传感器的螺栓和螺母组合设计用于测量高负载重量,并且这种组合的简单结构使得传感器紧凑轻便。此外,为了测量三轴力/扭矩,我们设计了三个电容感应单元。这些单元平行排列,以测量正负极之间的电容差。通过这些感应单元测量的电容变化,通过深度神经网络校准来转换力/扭矩信息。还可以使用传感器的几何和运动学关系来确认感应点。该传感器采用简单且廉价的工艺制造,使用廉价且结构简单的组件。通过几个实验设置评估了传感器的性能,如重复性和容量。此外,该传感器应用于可穿戴机器人,以测量人工肌肉的力。