Proprioceptive learning with soft polyhedral networks

X Liu, X Han, W Hong, F Wan… - … International Journal of …, 2024 - journals.sagepub.com
Proprioception is the “sixth sense” that detects limb postures with motor neurons. It requires
a natural integration between the musculoskeletal systems and sensory receptors, which is …

[HTML][HTML] An intelligent spinal soft robot with self-sensing adaptability

S Gong, F Fang, Z Yi, B Feng, A Li, W Li, L Shao… - The Innovation, 2024 - cell.com
Self-sensing adaptability is a high-level intelligence in living creatures and is highly desired
for their biomimetic soft robots for efficient interaction with the surroundings. Self-sensing …

Proprioceptive State Estimation for Amphibious Tactile Sensing

N Guo, X Han, S Zhong, Z Zhou, J Lin… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
This article presents a novel vision-based proprioception approach for a soft robotic finger
that can estimate and reconstruct tactile interactions in terrestrial and aquatic environments …

Reconstructing Soft Robotic Touch via In‐Finger Vision

N Guo, X Han, S Zhong, Z Zhou, J Lin… - Advanced Intelligent …, 2024 - Wiley Online Library
Incorporating authentic tactile interactions into virtual environments presents a notable
challenge for the emerging development of soft robotic metamaterials. In this study, a vision …

Vision-based, Low-cost, Soft Robotic Tongs for Shareable and Reproducible Tactile Learning

T Wu, Y Dong, Y Xiao, J Wei, F Wan… - … on Advanced Robotics …, 2024 - ieeexplore.ieee.org
Recent research shows a growing interest in adopting touch interaction for robot learning,
yet it remains challenging to efficiently acquire high-quality, structured tactile data at a low …