https://doi.org/10.4081/ejtm.2016.6162

Human-FES cooperative control for wrist movement: a preliminary study

Vol. 26 No. 3 (2016)
Submitted: 15 July 2016
Accepted: 15 July 2016
Published: 13 September 2016
Functional electrical stimulation, Artifacts removal, Impedance control, Cooperative control
Abstract Views: 1398
PDF: 722
HTML: 458
Publisher's note
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.

Authors

Kai Gui
State Key Laboratory of Mechanical System and Vibration, School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China.
Hiroshi Yokoi
Faculty of Informatics and Engineering at the University of Electro-Communications, Tokyo, Japan.
Dingguo Zhang
dgzhang@sjtu.edu.cn
State Key Laboratory of Mechanical System and Vibration, School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China.
Functional electrical stimulation (FES) sometimes applies to patients with partial paralysis, so human voluntary control and FES control both exist. Our study aims to build a cooperative controller to achieve human-FES cooperation. This cooperative controller is formed by a classical FES controller and an impedance controller. The FES controller consists of a back propagation (BP) neural network-based feedforward controller and a PID-based feedback controller. The function of impedance controller is to convert volitional force/torque, which is estimated from a three-stage filter based on EMG, into additional angle. The additional angle can reduce the FES intensity in our cooperative controller, comparing to that in classical FES controller. Some assessment experiments are designed to test the performance of the cooperative controller.

Dimensions

Altmetric

PlumX Metrics

Downloads

Download data is not yet available.

Citations

Crossref
Scopus
Google Scholar
Europe PMC

How to Cite

Gui, K., Yokoi, H., & Zhang, D. (2016). Human-FES cooperative control for wrist movement: a preliminary study. European Journal of Translational Myology, 26(3). https://doi.org/10.4081/ejtm.2016.6162

PAGEPress has chosen to apply the Creative Commons Attribution NonCommercial 4.0 International License (CC BY-NC 4.0) to all manuscripts to be published.