EMG estimation from EEG for constructing a power assistance system

In this paper, aiming to estimate force/torque information from brain activity to help and support the daily lives of human beings, we estimate the human muscular activity from EEG (Electroencephalogram) by PCA (Principal Component Analysis) and RLS (Recursive Least Squares). EEG and EMG (Electromyo...

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Bibliographic Details
Main Authors: Masataka YOSHIOKA, Yuichiro YOSHIKAWA, Kazuhiro UEMOTO, Hongbo LIANG, Chi ZHU
Format: Article
Language:Japanese
Published: The Japan Society of Mechanical Engineers 2017-02-01
Series:Nihon Kikai Gakkai ronbunshu
Subjects:
Online Access:https://www.jstage.jst.go.jp/article/transjsme/83/846/83_16-00195/_pdf/-char/en