Publications by authors named "Huaxuan Cai"
Wearable Iontronic FMG for Classification of Muscular Locomotion.
IEEE J Biomed Health Inform
July 2022
Article Synopsis
- High-accuracy human motion recognition is crucial for technologies like assistive robotics and medical prosthetics, focusing on force myography (FMG) signals for effective locomotion classification.
- This study introduces a new FMG sensing method using flexible supercapacitive iontronic sensors, which offer exceptional sensitivity and low activation pressure for capturing FMG signals from the thigh.
- Testing with 12 participants showed that this method achieved 99% accuracy in classifying various locomotion types, outperforming traditional sensors by up to 10 percentage points, enhancing potential applications in rehabilitation and medical fields.