Mitigating the Concurrent Interference of Electrode Shift and Loosening in Myoelectric Pattern Recognition Using Siamese Autoencoder Network

The objective of this work is to develop a novel myoelectric pattern recognition (MPR) method to mitigate the concurrent interference of electrode shift and loosening, thereby improving the practicality of MPR-based gestural interfaces towards intelligent control. A Siamese auto-encoder network (SAE...

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Bibliographic Details
Main Authors: Ge Gao (Author), Xu Zhang (Author), Xiang Chen (Author), Zhang Chen (Author)
Format: Book
Published: IEEE, 2024-01-01T00:00:00Z.
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