학술논문

TacSuit: A Wearable Large-Area, Bioinspired Multimodal Tactile Skin for Collaborative Robots
Document Type
Periodical
Source
IEEE Transactions on Industrial Electronics IEEE Trans. Ind. Electron. Industrial Electronics, IEEE Transactions on. 71(2):1708-1717 Feb, 2024
Subject
Power, Energy and Industry Applications
Signal Processing and Analysis
Communication, Networking and Broadcast Technologies
Robot sensing systems
Robots
Skin
Sensors
Service robots
Computer architecture
Surface treatment
Customed 3-D printing
human–robot collaboration (HRC)
interaction safety
structure-algorithm co-design
wearable robot skin
Language
ISSN
0278-0046
1557-9948
Abstract
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.