Modeling and Individualizing Continuous Joint Kinematics Using Gaussian Process Enhanced Fourier Series

Prosthetic discrete controller relies on finite state machines to switch between a set of predefined task-specific controllers. Therefore the prosthesis can only perform a limited number of discrete locomotion tasks and need hours to tune the parameters for each user. In contrast, the continuous con...

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Bibliographic Details
Main Authors: Yongshan Huang, Honglei An, Hongxu Ma, Qing Wei
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Transactions on Neural Systems and Rehabilitation Engineering
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9958940/