Estimating Rotational Acceleration in Shoulder and Elbow Joints Using a Transformer Algorithm and a Fusion of Biosignals

Estimating Rotational Acceleration in Shoulder and Elbow Joints Using a Transformer Algorithm and a Fusion of Biosignals

In the present study, we used a transformer model and a fusion of biosignals to estimate rotational acceleration in elbow and shoulder joints. To achieve our study objectives, we proposed a mechanomyography (MMG) signal isolation technique based on a variational mode decomposition (VMD) algorithm. O...

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Bibliographic Details
Main Authors: Yu Bai, Xiaorong Guan, Long He, Zheng Wang, Zhong Li, Meng Zhu
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Sensors
Subjects:
mechanomyography
surface electromyography
transformer algorithm
estimation of human joint rotational acceleration
Online Access:https://www.mdpi.com/1424-8220/24/6/1726

Internet

https://www.mdpi.com/1424-8220/24/6/1726

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