TacSuit: A Wearable Large-Area, Bioinspired Multimodal Tactile Skin for Collaborative Robots

可穿戴计算机 机器人 模块化设计 计算机科学 触觉传感器 可扩展性 传感器融合 过程(计算) 块(置换群论) 人机交互 计算机视觉 仿人机器人 人工智能 人机交互 模拟 工程类 嵌入式系统 数据库 数学 操作系统 几何学
作者
Yanmin Zhou,Zhao Jiangang,Ping Lu,Zhipeng Wang,Bin He
出处
期刊:IEEE Transactions on Industrial Electronics [Institute of Electrical and Electronics Engineers]
卷期号:71 (2): 1708-1717 被引量:14
标识
DOI:10.1109/tie.2023.3253921
摘要

Robots are now working more and more closely with humans outside of traditional fences in industrial scenes. Their real-time tactile interaction perception is crucial to the safety of human–robot collaboration (HRC). In this work, we present a customized, wearable, and modular robot skin (TacSuit), which is scalable for large-area surface coverage of robot with easily accessible multimodal sensors, including pressure, proximity, acceleration, and temperature sensors. The TacSuit is co-designed for mechanical structure and data fusion algorithm, consisting of three levels of design: sensor, cell (of multimodal sensors), and block (of multiple cells). These sensors are stored with custom-designed and 3-D printed capsules to achieve the conformity, scalability, and easy installation to the arbitrary robot surface. A multilevel event-driven data fusion algorithm enables efficient information processing for large number of tactile sensors. Furthermore, a virtual interaction force fusion method takes both the proximity and force perception information into consideration in order to achieve safety of whole interaction process before and after direct physical contacts. A humanoid robotic platform successfully realizes the TacSuit wear of 159 tactile cells. Validation experiments of obstacle detection demonstrate the effective collision avoidance capability of the TacSuit for safe HRC.
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