Audio-cued motor imagery-based brain-computer interface: Navigation through virtual and real environments

被引：35

作者：

Velasco-Alvarez, Francisco ^{[1
]}

Ron-Angevin, Ricardo ^{[1
]}

da Silva-Sauer, Leandro ^{[1
]}

Sancha-Ros, Salvador ^{[1
]}

机构：

[1] Univ Malaga, Dpto Tecnol Elect, ETSI Telecomunicac, E-29071 Malaga, Spain

来源：

NEUROCOMPUTING | 2013年 / 121卷

关键词：

Brain-computer interface (BCI); Navigation; Asynchronous; Motor imagery (MI); Mental tasks; Auditory; SLOW CORTICAL POTENTIALS; ROBOT SIMULATOR; SELF-REGULATION; COMMUNICATION; BCI; PERFORMANCE; WHEELCHAIR; WORLDS; SYSTEM; MODEL;

D O I：

10.1016/j.neucom.2012.11.038

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

The aim of this work is to provide a navigation paradigm that could be used to control a wheelchair through a brain-computer interface (BCI). In such a case, it is desirable to control the system without a graphical interface so that it will be useful for people without gaze control. Thus, an audio-cued paradigm with several navigation commands is proposed. In order to reduce the probability of misclassification, the BCI operates with only two mental tasks: relaxed state versus imagination of right hand movements; the use of motor imagery for navigation control is not yet extended among the auditory BCIs. Two experiments are described: in the first one, users practice the switch from a graphical to an audio-cued interface with a virtual wheelchair; in the second one, they change from virtual to real environments. The obtained results support the use of the proposed interface to control a real wheelchair without the need of a screen to provide visual stimuli or feedback. (c) 2013 Elsevier B.V. All rights reserved.

引用

页码：89 / 98

页数：10

共 31 条

[1] ACQUISITION OF COGNITIVE SKILL [J].

ANDERSON, JR .

PSYCHOLOGICAL REVIEW, 1982, 89 (04) :369-406

[2]

[Anonymous], 2007, INT J BIOELECTROMAGN

[3]

Barbosa A. O. G., 2010, IEEE INT C ROB AUT I

[4] An auditory oddball (P300) spelling system for brain-computer interfaces [J].

Furdea, A. ;

Halder, S. ;

Krusienski, D. J. ;

Bross, D. ;

Nijboer, F. ;

Birbaumer, N. ;

Kuebler, A. .

PSYCHOPHYSIOLOGY, 2009, 46 (03) :617-625

[5] Rapid prototyping of an EEG-based brain-computer interface (BCI) [J].

Guger, C ;

Schlögl, A ;

Neuper, C ;

Walterspacher, D ;

Strein, T ;

Pfurtscheller, G .

IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2001, 9 (01) :49-58

[6] An auditory oddball brain-computer interface for binary choices [J].

Halder, S. ;

Rea, M. ;

Andreoni, R. ;

Nijboer, F. ;

Hammer, E. M. ;

Kleih, S. C. ;

Birbaumer, N. ;

Kuebler, A. .

CLINICAL NEUROPHYSIOLOGY, 2010, 121 (04) :516-523

[7] Psychological predictors of SMR-BCI performance [J].

Hammer, Eva Maria ;

Halder, Sebastian ;

Blankertz, Benjamin ;

Sannelli, Claudia ;

Dickhaus, Thorsten ;

Kleih, Sonja ;

Mueller, Klaus-Robert ;

Kuebler, Andrea .

BIOLOGICAL PSYCHOLOGY, 2012, 89 (01) :80-86

[8]

Hill N.J., 2005, ADV NEURAL INFORM PR, V17, P569

[9] A multimodal brain-based feedback and communication system [J].

Hinterberger, T ;

Neumann, N ;

Pham, M ;

Kübler, A ;

Grether, A ;

Hofmayer, N ;

Wilhelm, B ;

Flor, H ;

Birbaumer, N .

EXPERIMENTAL BRAIN RESEARCH, 2004, 154 (04) :521-526

[10] A Noninvasive Brain-Actuated Wheelchair Based on a P300 Neurophysiological Protocol and Automated Navigation [J].

Iturrate, Inaki ;

Antelis, Javier M. ;

Kuebler, Andrea ;

Minguez, Javier .

IEEE TRANSACTIONS ON ROBOTICS, 2009, 25 (03) :614-627

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