A Novel Transformer-Based Approach for Simultaneous Recognition of Hand Movements and Force Levels in Amputees Using Flexible Ultrasound Transducers
Accurate hand motion intention recognition is essential for the intuitive control of intelligent prosthetic hands and other human-machine interaction systems. Sonomyography, which can detect the changes in muscle morphology and structure precisely, is a promising signal source for fine hand movement...
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Main Authors: | Xinhao Peng (Author), Yan Liu (Author), Fangning Tan (Author), Weicen Chen (Author), Zhiyuan Liu (Author), Teng Ma (Author), Xiangxin Li (Author), Guanglin Li (Author) |
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Format: | Book |
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IEEE,
2023-01-01T00:00:00Z.
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Online Access: | Connect to this object online. |
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