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...

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Vydáno v:	Advanced intelligent systems Ročník 7; číslo 3
Hlavní autoři:	Cao, Chenhao, Ma, Gang, Chen, Zelin, Ouyang, Yiming, Jin, Hu, Zhang, Shiwu
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Weinheim John Wiley & Sons, Inc 01.03.2025 Wiley
Témata:	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
On-line přístup:	Získat plný text
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