Development of sEMG-based robust oral motion classification method and its application to electric wheelchair operation

Development of sEMG-based robust oral motion classification method and its application to electric wheelchair operation

Interfaces based on surface electromyography (sEMG) signals are one of the important methods for non-invasively extracting the intention of a severely disabled person and supporting environmental control of wheelchairs and personal computers. However, sEMG-based interfaces generally have a common an...

Full description

Bibliographic Details
Main Authors: Yukiya NAKAI, Makoto SASAKI, Katsuhiro KAMATA, Atsushi NAKAYAMA
Format: Article
Language:English
Published: The Japan Society of Mechanical Engineers 2019-11-01
Series:Mechanical Engineering Journal
Subjects:
surface electromyography-based interface
suprahyoid muscles
oral motion classification
electric wheelchair
support vector machine
Online Access:https://www.jstage.jst.go.jp/article/mej/6/6/6_19-00144/_pdf/-char/en

Internet

https://www.jstage.jst.go.jp/article/mej/6/6/6_19-00144/_pdf/-char/en

Similar Items