A High‐Precision Dynamic Movement Recognition Algorithm Using Multimodal Biological Signals for Human–Machine Interaction

Accurate recognition of human dynamic movement is essential for seamless human–machine interaction (HMI) across various domains. However, most of the existing methods are single‐modal movement recognition, which has inherent limitations, such as limited feature representation and instability to nois...

Full description

Saved in:

Bibliographic Details
Published in:	Advanced intelligent systems Vol. 7; no. 3
Main Authors:	Cao, Chenhao, Ma, Gang, Chen, Zelin, Ouyang, Yiming, Jin, Hu, Zhang, Shiwu
Format:	Journal Article
Language:	English
Published:	Weinheim John Wiley & Sons, Inc 01.03.2025 Wiley
Subjects:	Accuracy Algorithms bioelectrical impedance Bioelectricity Classification dynamic movements Electrodes Electromyography Gloves Human mechanics Human motion human–machine interactions key postures Methods Motion perception multimodal fusion algorithm Muscle fatigue Physiology Prostheses Sensors
ISSN:	2640-4567, 2640-4567
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!

Be the first to leave a comment!