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

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, Xu Zhang, Xiang Chen, Zhang Chen
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Transactions on Neural Systems and Rehabilitation Engineering
Subjects:
Myoelectric pattern recognition
surface electromyography
electrode shift
electrode loosening
Siamese autoencoder network
Online Access:https://ieeexplore.ieee.org/document/10654774/

Internet

https://ieeexplore.ieee.org/document/10654774/

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