Estimation of Electrically-Evoked Knee Torque from Mechanomyography Using Support Vector Regression

Estimation of Electrically-Evoked Knee Torque from Mechanomyography Using Support Vector Regression

The difficulty of real-time muscle force or joint torque estimation during neuromuscular electrical stimulation (NMES) in physical therapy and exercise science has motivated recent research interest in torque estimation from other muscle characteristics. This study investigated the accuracy of a com...

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Bibliographic Details
Main Authors: Morufu Olusola Ibitoye, Nur Azah Hamzaid, Ahmad Khairi Abdul Wahab, Nazirah Hasnan, Sunday Olusanya Olatunji, Glen M. Davis
Format: Article
Language:English
Published: MDPI AG 2016-07-01
Series:Sensors
Subjects:
support vector regression
gaussian kernel function
muscle force
mechanomyography
neuromuscular electrical stimulation
knee extension torque
regression model
Online Access:http://www.mdpi.com/1424-8220/16/7/1115

Internet

http://www.mdpi.com/1424-8220/16/7/1115

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