Lower Limb Motion Recognition Based on sEMG and CNN-TL Fusion Model
To enhance the classification accuracy of lower limb movements, a fusion recognition model integrating a surface electromyography (sEMG)-based convolutional neural network, transformer encoder, and long short-term memory network (CNN-Transformer-LSTM, CNN-TL) was proposed in this study. By combining...
Váldodahkkit: | , , , , , |
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Materiálatiipa: | Artihkal |
Giella: | English |
Almmustuhtton: |
MDPI AG
2024-11-01
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Ráidu: | Sensors |
Fáttát: | |
Liŋkkat: | https://www.mdpi.com/1424-8220/24/21/7087 |