IFIANet: Frequency Attention Network for Time–Frequency in sEMG-Based Motion Intent Recognition

Lower limb exoskeleton systems require accurate recognition of the wearer’s movement intentions prior to action execution in order to achieve natural and smooth human–machine interaction. Surface electromyography (sEMG) signals can reflect neural activation of muscles before movement onset, making t...

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Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Gang Zheng, Jiankai Lin, Jiawei Zhang, Heming Jia, Jiayang Tang, Longtao Shi
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	MDPI AG 2025-12-01
Цуврал:	Sensors
Нөхцлүүд:	surface electromyography (sEMG) intent recognition deep learning robotic exoskeletons feature fusion
Онлайн хандалт:	https://www.mdpi.com/1424-8220/26/1/169
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!