Upper Limb Movement Decoding Scheme Based on Surface Electromyography Using Attention-Based Kalman Filter Scheme

Convolutional neural network (CNN)-based models are widely used in human movement decoding based on surface electromyography. However, they capture only the spatial information of the surface electromyography and lack prior knowledge of the system, resulting in unsatisfactory decoding accuracy. To a...

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Bibliographic Details
Main Authors: Anyuan Zhang (Author), Qi Li (Author), Zhenlan Li (Author), Jiming Li (Author)
Format: Book
Published: IEEE, 2023-01-01T00:00:00Z.
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