Snake‐Scale‐Inspired Serrated Structures With Frictional Anisotropy for Tunable Bidirectional Shear‐Force Sensing

ABSTRACT Flexible tactile sensors are essential components of intelligent robotics, wearable healthcare systems, and human‐machine interfaces. However, most existing tactile sensors have limited capability to discriminate the direction of tangential forces, restricting multidimensional tactile perception under complex loading conditions. Herein, inspired by the serrated unidirectional compliant architecture of snake ventral scales, we develop a bioinspired serrated anisotropic tactile sensor (BSATS) for normal‐pressure sensing and bidirectional shear‐force discrimination. Moreover, modulation of the serration angle enables effective tuning of the sensing sensitivity and detection range, establishing a direct structure‐property relationship for adaptable tactile sensing. Finite element analysis elucidates the direction‐dependent deformation and contact‐area evolution of the serrated friction‐anisotropic structure under normal and bidirectional shear loading, revealing the underlying angle‐dependent anisotropic sensing mechanism. The optimized BSATS exhibits a high pressure sensitivity of 1.832 kPa −1 , a rapid response time of 50 ms, and robust durability over 2000 loading‐unloading cycles, while reliably distinguishing oppositely directed shear forces. The BSATS further demonstrates versatile functionality in wearable physiological monitoring, human‐motion tracking, surface‐texture recognition, and real‐time robotic grasp‐state perception. This work establishes bioinspired friction anisotropy as an effective structural strategy for tunable multidimensional tactile sensing in wearable healthcare and intelligent robotics.

Authors

Institutions

Publication Details

Journal
Advanced Functional Materials
Published
2026-11-05
DOI
https://doi.org/10.1002/adfm.79497
Primary Topic
Advanced Sensor and Energy Harvesting Materials
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
NOV
article

Snake‐Scale‐Inspired Serrated Structures With Frictional Anisotropy for Tunable Bidirectional Shear‐Force Sensing

Long Zheng, Luquan Ren, Qinggang Guo, Yumin Li
Advanced Functional Materials
Advanced Sensor and Energy Harvesting Materials
article

Snake‐Scale‐Inspired Serrated Structures With Frictional Anisotropy for Tunable Bidirectional Shear‐Force Sensing

Long Zheng, Luquan Ren, Qinggang Guo, Yumin Li
article en

Abstract

ABSTRACT Flexible tactile sensors are essential components of intelligent robotics, wearable healthcare systems, and human‐machine interfaces. However, most existing tactile sensors have limited capability to discriminate the direction of tangential forces, restricting multidimensional tactile perception under complex loading conditions. Herein, inspired by the serrated unidirectional compliant architecture of snake ventral scales, we develop a bioinspired serrated anisotropic tactile sensor (BSATS) for normal‐pressure sensing and bidirectional shear‐force discrimination. Moreover, modulation of the serration angle enables effective tuning of the sensing sensitivity and detection range, establishing a direct structure‐property relationship for adaptable tactile sensing. Finite element analysis elucidates the direction‐dependent deformation and contact‐area evolution of the serrated friction‐anisotropic structure under normal and bidirectional shear loading, revealing the underlying angle‐dependent anisotropic sensing mechanism. The optimized BSATS exhibits a high pressure sensitivity of 1.832 kPa −1 , a rapid response time of 50 ms, and robust durability over 2000 loading‐unloading cycles, while reliably distinguishing oppositely directed shear forces. The BSATS further demonstrates versatile functionality in wearable physiological monitoring, human‐motion tracking, surface‐texture recognition, and real‐time robotic grasp‐state perception. This work establishes bioinspired friction anisotropy as an effective structural strategy for tunable multidimensional tactile sensing in wearable healthcare and intelligent robotics.

Advanced Functional Materials
Jilin University (CN)
Openalex Percentile: Top 26%
Advanced Sensor and Energy Harvesting Materials
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon
Snake‐Scale‐Inspired Serrated Structures With Frictional Anisotropy for Tunable Bidirectional Shear‐Force Sensing — Long Zheng, Luquan Ren, et al. · Advanced Functional Materials (2026) | TGRS Research Map | TGRS