Preliminary Study on Real-Time Prediction of Gait Acceleration Intention From Volition-Associated EEG Patterns

Preliminary Study on Real-Time Prediction of Gait Acceleration Intention From Volition-Associated EEG Patterns

Volitional control of prosthetic devices can potentially provide the user with a more natural movement experience. Currently, there is no feasible volitional triggering method to adapt the prosthetic device to user’s intention to accelerate during walking. Therefore, real-time prediction...

Full description

Bibliographic Details
Main Authors: S. M. Shafiul Hasan, J. Sebastian Marquez, Masudur R. Siddiquee, Ding-Yu Fei, Ou Bai
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Brain-computer interface
gait acceleration intention
threshold regulation
majority voting
wavelet transform
event related desynchronization
Online Access:https://ieeexplore.ieee.org/document/9411857/

Internet

https://ieeexplore.ieee.org/document/9411857/

Similar Items