DocumentCode :
1830545
Title :
Navigation path differences for dichotic listening BCI in virtual environments
Author :
Dhital, Ashish ; Banic, Amy
Author_Institution :
Univ. of Wyoming, Laramie, WY, USA
fYear :
2013
fDate :
17-17 March 2013
Firstpage :
7
Lastpage :
9
Abstract :
Our research is focused on the initial exploration of training a Brain Computer Interface (BCI) by using audio cues to navigate a virtual environment, instead of motor imagery. We have designed our BCI training and navigation to use audio cues that adhere to the dichotic listening (DL) mechanism so that users have an active choice for interaction or giving commands. We have implemented our Dichotic Listening BCI in a Virtual Environment so that it can be used to train users with disabilities to apply those skills for a BCI to control a real-world assisted locomotive device or to simply navigate within the virtual environment. We hypothesized that the lateralization of the brain´s response to music and speech will enhance the classification of a BCI. Unlike previous attempts in using the oddball paradigm, our results show that audio cues can be used simultaneously to elicit distinct EEG signals for BCI while still enabling an active choice for the user. We evaluated users´ performance to actively input navigation tasks. Dichotic Listening BCI performs slightly better than Motor Imagery based BCI. In addition navigation paths reveal participants having more navigation control when using Dichotic Listening.
Keywords :
brain-computer interfaces; electroencephalography; medical signal processing; signal classification; virtual reality; BCI classification; BCI navigation; BCI training; DL mechanism; EEG signals; audio cues; brain computer interface; dichotic listening BCI; electroencephalography; motor imagery based BCI; navigation path differences; oddball paradigm; real-world assisted locomotive device; users with disabilities; virtual environments; Brain-computer interfaces; Computers; Ear; Electroencephalography; Navigation; Training; Virtual environments; Brain-Computer Interface; Dichotic Listening; Navigation; Navigation Paths; Users with Disabilities; Virtual Environments; music; simultaneous stimuli; speech;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Virtual and Augmented Assistive Technology (VAAT), 2013 1st Workshop on
Conference_Location :
Lake Buena Vista, FL
Type :
conf
DOI :
10.1109/VAAT.2013.6786184
Filename :
6786184
Link To Document :
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