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A Closed-Loop Brain Stimulation Control System Design Based on Brain-Machine Interface for Epilepsy
Joint Authors
Qian, Moshu
Zhong, Guanghua
Wang, Heyuan
Cui, Yang
Yan, Xing-Gang
Source
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-15, 15 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-04-14
Country of Publication
Egypt
No. of Pages
15
Main Subjects
Abstract EN
In this study, a closed-loop brain stimulation control system scheme for epilepsy seizure abatement is designed by brain-machine interface (BMI) technique.
In the controller design process, the practical parametric uncertainties involving cerebral blood flow, glucose metabolism, blood oxygen level dependence, and electromagnetic disturbances in signal control are considered.
An appropriate transformation is introduced to express the system in regular form for design and analysis.
Then, sufficient conditions are developed such that the sliding motion is asymptotically stable.
Combining Caputo fractional order definition and neural network (NN), a finite time fractional order sliding mode (FFOSM) controller is designed to guarantee reachability of the sliding mode.
The stability and reachability analysis of the closed-loop tracking control system gives the guideline of parameter selection, and simulation results based on comprehensive comparisons are carried out to demonstrate the effectiveness of proposed approach.
American Psychological Association (APA)
Qian, Moshu& Zhong, Guanghua& Yan, Xing-Gang& Wang, Heyuan& Cui, Yang. 2020. A Closed-Loop Brain Stimulation Control System Design Based on Brain-Machine Interface for Epilepsy. Complexity،Vol. 2020, no. 2020, pp.1-15.
https://search.emarefa.net/detail/BIM-1141314
Modern Language Association (MLA)
Qian, Moshu…[et al.]. A Closed-Loop Brain Stimulation Control System Design Based on Brain-Machine Interface for Epilepsy. Complexity No. 2020 (2020), pp.1-15.
https://search.emarefa.net/detail/BIM-1141314
American Medical Association (AMA)
Qian, Moshu& Zhong, Guanghua& Yan, Xing-Gang& Wang, Heyuan& Cui, Yang. A Closed-Loop Brain Stimulation Control System Design Based on Brain-Machine Interface for Epilepsy. Complexity. 2020. Vol. 2020, no. 2020, pp.1-15.
https://search.emarefa.net/detail/BIM-1141314
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1141314