DocumentCode :
2955549
Title :
Extending the discrete selection capabilities of the P300 speller to goal-oriented robotic arm control
Author :
Johnson, Garett D. ; Waytowich, Nicholas R. ; Cox, Daniel J. ; Krusienski, Dean J.
Author_Institution :
Sch. of Eng., Univ. of North Florida, Jacksonville, FL, USA
fYear :
2010
fDate :
26-29 Sept. 2010
Firstpage :
572
Lastpage :
575
Abstract :
A brain-computer interface (BCI), a system that translates a user´s brain activity into device commands, can provide a non-muscular means for disabled individuals to interact with their environment. The P300 event-related potential, a transient brain response to a sensory stimulus, has been demonstrated to be a reliable brain signal for controlling a BCI. Traditionally, P300-based BCIs have been used for simple typing tasks using a P300 Speller application, which mimics the functionality of a computer keyboard. Here we extend the discrete selection capabilities of the P300 Speller to achieve high-level control of a 6 degree-of-freedom robotic arm. This study aims to determine if a user´s performance, measured in accuracy and communication rate, is affected when a P300 Speller is used to control a robotic arm compared to simple typing. The results indicate that a user´s performance is not significantly affected whether typing or controlling a robotic arm.
Keywords :
bioelectric potentials; brain-computer interfaces; electroencephalography; handicapped aids; medical robotics; medical signal processing; P300 event-related potential; P300 speller; brain-computer interface; disabled individuals; discrete selection capabilities; goal-oriented robotic arm control; Accuracy; Ash; Bit rate; Calibration; Manipulators; Monitoring;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Biomedical Robotics and Biomechatronics (BioRob), 2010 3rd IEEE RAS and EMBS International Conference on
Conference_Location :
Tokyo
ISSN :
2155-1774
Print_ISBN :
978-1-4244-7708-1
Type :
conf
DOI :
10.1109/BIOROB.2010.5628039
Filename :
5628039
Link To Document :
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