Exoskeleton Control System Based on Motor-Imaginary Brain–Computer Interface
نویسندگان
چکیده
منابع مشابه
Fuzzy Artmap Classification for Motor Imaginary Based Brain Computer Interface
The rapid advancement of Brain Machine Interface (BMI) or Brain Computer Interface (BCI) research over the recent years is concentrated to the development of new technologies which adopts the easiest procedures since the expected beneficiaries are of disabled in nature. Most of the locked-in patients possess strong mental ability in terms of imagining and thinking but they are extremely unable ...
متن کاملA Study of Various Feature Extraction Methods on a Motor Imagery Based Brain Computer Interface System
Introduction: Brain Computer Interface (BCI) systems based on Movement Imagination (MI) are widely used in recent decades. Separate feature extraction methods are employed in the MI data sets and classified in Virtual Reality (VR) environments for real-time applications. Methods: This study applied wide variety of features on the recorded data using Linear Discriminant Analysis (LDA) classifie...
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To recognize the user's motion intention, brain-machine interfaces (BMI) usually decode movements from cortical activity to control exoskeletons and neuroprostheses for daily activities. The aim of this paper is to investigate whether self-induced variations of the electroencephalogram (EEG) can be useful as control signals for an upper-limb exoskeleton developed by us. A BMI based on event-rel...
متن کاملa study of various feature extraction methods on a motor imagery based brain computer interface system
introduction: brain computer interface (bci) systems based on movement imagination (mi) are widely used in recent decades. separate feature extraction methods are employed in the mi data sets and classified in virtual reality (vr) environments for real-time applications. methods: this study applied wide variety of features on the recorded data using linear discriminant analysis (lda) classifier...
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ژورنال
عنوان ژورنال: Sovremennye tehnologii v medicine
سال: 2017
ISSN: 2076-4243
DOI: 10.17691/stm2017.9.3.04