TY - JOUR
T1 - Multimodal Finger-Shaped Tactile Sensor for Multi-Directional Force and Material Identification
AU - Han, Chengcheng
AU - Cao, Zhi
AU - An, Ziyao
AU - Zhang, Zhiwei
AU - Wang, Zhong Lin
AU - Wu, Zhiyi
N1 - Publisher Copyright:
© 2025 Wiley-VCH GmbH.
PY - 2025/5/12
Y1 - 2025/5/12
N2 - Multimodal tactile perception is crucial for advancing human–computer interaction, but real-time multidimensional force detection and material identification remain challenging. Here, a finger-shaped tactile sensor (FTS) based on the triboelectric effect is proposed, capable of multidirectional force sensing and material identification. The FTS is composed of an external material identification section and an internal force sensing section. Three materials are embedded into the surface of the silicone shell in the fingerpad, forming single-electrode sensors for material identification. In the force sensing section, the silicone shell's outer surface is coated with conductive silver paste as a shielding layer. The inner wall has four silicone microneedle arrays and a silicone bump, while five silver electrodes are coated on the internal polylactic acid skeleton. The components connect via interlocking structures near the fingernail, allowing localized contact and separation between the silicone shell and skeleton, enabling force direction detection through signals from the five electrodes. Additionally, the outer sensors achieve 98.33% accuracy in recognizing 12 materials. Furthermore, integrated into a robotic hand, the FTS enables real-time material identification and force detection in an intelligent sorting environment. This research holds great potential for applications in tactile perception for intelligent robotics.
AB - Multimodal tactile perception is crucial for advancing human–computer interaction, but real-time multidimensional force detection and material identification remain challenging. Here, a finger-shaped tactile sensor (FTS) based on the triboelectric effect is proposed, capable of multidirectional force sensing and material identification. The FTS is composed of an external material identification section and an internal force sensing section. Three materials are embedded into the surface of the silicone shell in the fingerpad, forming single-electrode sensors for material identification. In the force sensing section, the silicone shell's outer surface is coated with conductive silver paste as a shielding layer. The inner wall has four silicone microneedle arrays and a silicone bump, while five silver electrodes are coated on the internal polylactic acid skeleton. The components connect via interlocking structures near the fingernail, allowing localized contact and separation between the silicone shell and skeleton, enabling force direction detection through signals from the five electrodes. Additionally, the outer sensors achieve 98.33% accuracy in recognizing 12 materials. Furthermore, integrated into a robotic hand, the FTS enables real-time material identification and force detection in an intelligent sorting environment. This research holds great potential for applications in tactile perception for intelligent robotics.
KW - deep learning
KW - multi-dimensional force sensing
KW - multimodal tactile sensing
KW - real-time material identification
KW - triboelectric nanogenerators
UR - https://www.scopus.com/pages/publications/105000965277
U2 - 10.1002/adma.202414096
DO - 10.1002/adma.202414096
M3 - 文章
C2 - 40116499
AN - SCOPUS:105000965277
SN - 0935-9648
VL - 37
JO - Advanced Materials
JF - Advanced Materials
IS - 19
M1 - 2414096
ER -