Prediction of Long-Term Elbow Flexion Force Intervals Based on the Informer Model and Electromyography

Prediction of Long-Term Elbow Flexion Force Intervals Based on the Informer Model and Electromyography

Accurate and long-term prediction of elbow flexion force can be used to recognize the intended movement and help wearable power-assisted robots to improve control performance. Our study aimed to find a proper relationship between electromyography and flexion force. However, the existing methods must...

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Bibliographic Details
Main Authors: Wei Lu, Lifu Gao, Zebin Li, Daqing Wang, Huibin Cao
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Electronics
Subjects:
electromyography
Informer
force prediction
long-term prediction
confidence intervals
Online Access:https://www.mdpi.com/2079-9292/10/16/1946

Internet

https://www.mdpi.com/2079-9292/10/16/1946

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