Enhanced Performance for Multi-Forearm Movement Decoding Using Hybrid IMU–sEMG Interface

Enhanced Performance for Multi-Forearm Movement Decoding Using Hybrid IMU–sEMG Interface

Control of active prosthetic hands using surface electromyography (sEMG) signals is an active research area; despite the advances in sEMG pattern recognition and classification techniques, none of the commercially available prosthetic hands provide the user with an intuitive control. One of the majo...

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Bibliographic Details
Main Authors: Waseem Shahzad, Yasar Ayaz, Muhammad Jawad Khan, Noman Naseer, Mushtaq Khan
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-07-01
Series:Frontiers in Neurorobotics
Subjects:
surface electromyography
pattern recognition
inertial measurement units
support vector machine
linear discriminant analysis
Online Access:https://www.frontiersin.org/article/10.3389/fnbot.2019.00043/full

Internet

https://www.frontiersin.org/article/10.3389/fnbot.2019.00043/full

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