journal article·2025-05Open access

Sandwich Miura‐Ori Enabled Large Area, Super Resolution Tactile Skin for Human–Machine Interactions

Qian Xu, Zhiwei Yang, Zhengjun Wang, Ruoqin Wang, Boyang Zhang, YikKin Cheung, Rui Jiao, Fan Shi, Wei Hong, Hongyu Yu

Advanced Science· Volume 12· Issue 18

Abstract

Abstract With substantial advances in materials science and electronics, flexible tactile sensors have emerged as a promising sector with extensive applications, notably in human‐machine interactions. However, achieving large‐area sensing with few sensing units at a low cost remains a challenge; the use of sensor arrays will complicate wiring and increase costs. To solve these issues, a sandwich Miura‐ori (SMo)‐enabled super‐resolution tactile skin capable of resolving normal and shear forces is proposed, and a theoretical model that incorporates the impact of actual manufacturing process is also developed, enabling the model to be employed for different tactile skins following calibration. Using machine learning techniques, the proposed tactile skin can accurately localize touch inputs (average localization error of 1.89 mm) and estimate the external force (average estimation error of 8%). Furthermore, a curved SMo skin is designed and fabricated using the tessellation algorithm, then installed on a robotic arm to control the motion, demonstrating its potential in human‐machine interactions. This research introduces a straightforward and cost‐effective approach to the design and manufacturing of super‐resolution tactile skins, and it also offers a valuable solution for future large‐area tactile sensor technologies.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Advanced Sensor and Energy Harvesting Materials · Tactile and Sensory Interactions · Advanced Materials and Mechanics

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Department of Mechanical and Aerospace Engineering The Hong Kong University of Science and Technology Kowloon Hong Kong SAR 999077 China

Department of Mechanics and Aerospace Engineering Southern University of Science and Technology Shenzhen Guangdong Province 518055 China

Funding

Southern University of Science and Technology · Innovation and Technology Commission - Hong Kong · National Natural Science Foundation of China

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