Detection and cancellation method of motion artifact signal from functional near-infrared spectroscopy device using Kalman filter and discrete Fourier transform

This paper presents a method for detecting and cancelling motion artifact related to standing and walking in a functional near-infrared spectroscopy (fNIRS) signal. Our fNIRS device has 22 channels. The motionless fNIRS signal from each channel is represented by a fourth-order autoregressive model (...

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Bibliographic Details
Main Authors: Kensuke UESUGI, Masafumi HASHIMOTO, Kazuhiko TAKAHASHI
Format: Article
Language:Japanese
Published: The Japan Society of Mechanical Engineers 2017-07-01
Series:Nihon Kikai Gakkai ronbunshu
Subjects:
Online Access:https://www.jstage.jst.go.jp/article/transjsme/83/851/83_17-00129/_pdf/-char/en