Knowledge Commons of Institute of Automation,CAS
Design and Construction of a Spherical Magnet Array for Multi-dimensional Tactile Perception | |
Mei-Jiang Gui1,2![]() ![]() ![]() ![]() ![]() ![]() ![]() ![]() | |
2023-07 | |
会议名称 | 2023 IEEE International Conference on Real-time Computing and Robotics (RCAR) |
会议日期 | 17-20 July 2023 |
会议地点 | Datong, China |
摘要 | Soft magnetic sensors provide considerable merits for tactile perception, such as high precision, simple wiring, and easy expansion to large sensing areas. However, current magnetic sensors basically rely on data-driven methods, difficult to establish the relationship for the two-stage conversion (i.e., from magnetic signals to spatial displacements, then to force signals). In this study, a spherical magnet array is designed with magnetic powder and hyper-elastic rubber for multi-dimensional tactile perception. Besides, a highly interpretable and calculable method is proposed to analyze the two-stage conversion according to magnetic dipole model and dynamic Young's modulus. A nine-spherical-magnet array is constructed, and extensive analysis in terms of different magnet numbers are conducted in COMSOL environments. The results demonstrate the proposed method's high accuracy with mean square errors of 0.02 mT and 9.90 mN for the two stages, respectively. This fact also indicates the great potential of our method to various applications of tactile perception. |
收录类别 | EI |
七大方向——子方向分类 | 智能传感器 |
国重实验室规划方向分类 | 环境多维感知 |
是否有论文关联数据集需要存交 | 否 |
文献类型 | 会议论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/57576 |
专题 | 多模态人工智能系统全国重点实验室_医疗机器人 |
通讯作者 | Xiao-Hu Zhou; Zeng-Guang Hou |
作者单位 | 1.State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China 2.School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing 100049 3.CAS Center for Excellence in Brain Science and Intelligence Technology, Beijing 100190, China 4.Joint Laboratory of Intelligence Science and Technology, Institute of Systems Engineering, Macau University of Science and Technology, Macau 999078, China |
第一作者单位 | 中国科学院自动化研究所 |
通讯作者单位 | 中国科学院自动化研究所 |
推荐引用方式 GB/T 7714 | Mei-Jiang Gui,Xiao-Hu Zhou,Xiao-Liang Xie,et al. Design and Construction of a Spherical Magnet Array for Multi-dimensional Tactile Perception[C],2023. |
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文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
Design_and_Construct(1848KB) | 会议论文 | 开放获取 | CC BY-NC-SA | 浏览 下载 |
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