A Flexible Integration of Photo‐Thermal Driven Monolithic Soft Intelligent Gripper Directed by Tactile Perception as Cross‐talk‐free Control Feedback

ABSTRACT The flexible integration of contact perception and response actuation in a single soft system without signal crosstalk remains a key challenge in robotics and human‐machine interaction. Inspired by the division of human hand function, we present a monolithic cross‐talk‐free gripper system with photo‐thermal‐driven soft fingers and a tactile‐perceiving palm. It achieves physical decoupling of electro‐tactile sensing and photo‐thermal actuation through a structurally partitioned, biomimetic design. The central sensor and surrounding actuators are fabricated via patternable screen printing on a single matrix to form a bilayered film. The constructed tactile sensor has a wide pressure range of 0–2500 kPa, a 5 ms response time, and over 40 000 cycle durability. The bilayer actuator is multi‐responsive to light, heat, and humidity, showing biomimicry and programmability. The strip actuator can bend 360° and lift 209 × its weight under infrared heat. Assisted by a 1D convolutional neural network, the gripper system can recognize objects in real‐time and then perform closed‐loop feedback grasping of specific objects under light irradiation. This work presents a facile and sustainable approach to creating intelligent, integrated soft robotic systems.

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Publication Details

Journal
Advanced Functional Materials
Published
2026-07-24
DOI
https://doi.org/10.1002/adfm.76881
Primary Topic
Soft Robotics and Applications
Type
article
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article

A Flexible Integration of Photo‐Thermal Driven Monolithic Soft Intelligent Gripper Directed by Tactile Perception as Cross‐talk‐free Control Feedback

Haifeng Ling, Yan Xie, Mengyu Cao, Shasha Wang et al.
Advanced Functional Materials
Soft Robotics and Applications
article

A Flexible Integration of Photo‐Thermal Driven Monolithic Soft Intelligent Gripper Directed by Tactile Perception as Cross‐talk‐free Control Feedback

Haifeng Ling, Yan Xie, Mengyu Cao, Shasha Wang, Linghai Xie, Yuehua Chen, Huan Gao, Yuxu Huangfu, W Huang
article en

Abstract

ABSTRACT The flexible integration of contact perception and response actuation in a single soft system without signal crosstalk remains a key challenge in robotics and human‐machine interaction. Inspired by the division of human hand function, we present a monolithic cross‐talk‐free gripper system with photo‐thermal‐driven soft fingers and a tactile‐perceiving palm. It achieves physical decoupling of electro‐tactile sensing and photo‐thermal actuation through a structurally partitioned, biomimetic design. The central sensor and surrounding actuators are fabricated via patternable screen printing on a single matrix to form a bilayered film. The constructed tactile sensor has a wide pressure range of 0–2500 kPa, a 5 ms response time, and over 40 000 cycle durability. The bilayer actuator is multi‐responsive to light, heat, and humidity, showing biomimicry and programmability. The strip actuator can bend 360° and lift 209 × its weight under infrared heat. Assisted by a 1D convolutional neural network, the gripper system can recognize objects in real‐time and then perform closed‐loop feedback grasping of specific objects under light irradiation. This work presents a facile and sustainable approach to creating intelligent, integrated soft robotic systems.

Advanced Functional Materials
Northwestern Polytechnical University (CN), Henan University (CN), Nanjing University of Posts and Telecommunications (CN)
Openalex Percentile: Top 16%
Soft Robotics and Applications
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A Flexible Integration of Photo‐Thermal Driven Monolithic Soft Intelligent Gripper Directed by Tactile Perception as Cross‐talk‐free Control Feedback — Haifeng Ling, Yan Xie, et al. · Advanced Functional Materials (2026) | TGRS Research Map | TGRS