Title :
Quantification and reduction of visual load during BCI operation
Author :
Gwak, Kiuk ; Leeb, R. ; Millan, Jose Del R. ; Dae-Shik Kim
Author_Institution :
Dept. of Electr. Eng., Korea Adv. Inst. of Sci. & Technol., Daejeon, South Korea
Abstract :
Operating a brain-actuated vehicle in real-world environments requires much of our visual attention. However, a typical brain-computer interface (BCI) sends the feedback information about the current status of the user´s brain also via the visual channel. As a result, users have to split their visual attention into two: one for the surroundings and the other for the visual BCI feedback. Therefore, we recently developed a tactile stimulation system that successfully replaced the conventional visual feedback. Here we employ the multiple object tracking experiments to quantify the visual load added by the visual feedback. The result show that the additional visual load is almost eliminated, and the true negative rate of the BCI operation (intentional non-control) is improved when the visual feedback is replaced by the tactile feedback.
Keywords :
brain-computer interfaces; electroencephalography; haptic interfaces; BCI operation; brain-actuated vehicle; brain-computer interface; feedback information; multiple object tracking experiments; real-world environments; tactile feedback; visual BCI feedback; visual attention; visual load quantification; visual load reduction; Accuracy; Electroencephalography; Object tracking; Tactile sensors; Target tracking; Vehicles; Visualization; BCI feedback; Tactile BCI; motor imagery; multiple object tracking; tactile feedback;
Conference_Titel :
Systems, Man and Cybernetics (SMC), 2014 IEEE International Conference on
Conference_Location :
San Diego, CA
DOI :
10.1109/SMC.2014.6974352