Title :
User performance evaluation with visual stimulator regulation of SSVEP-based BCI system
Author :
Punsawad, Yunyong ; Wongsawat, Yodchanan
Author_Institution :
Dept. of Biomed. Eng., Mahidol Univ., Nakornpathom, Thailand
Abstract :
This paper proposes the relationship between user performance and luminance of visual stimulator in steady state visual evoked potential (SSVEP) based brain computer interface BCI system. The luminance conditions that relate to the environment used to study an eye or visual fatigue. The highlight of the work is the level of eye fatigue detection model in real time by using electroencephalogram (EEG) and skin temperature (SKT). We would like to invent a protocol and guideline of SSVEP based BCI system design. The results present the model that a number of trials leads to a low efficiency of user performance of SSVEP based BCI system. Visual stimulator is also a factor of an occurring of eye fatigue. Clearly, SSVEP is easily activated by high luminance, but it can also rapidly activate eye fatigue. This paper is useful for designing and enhancing the SSVEP based BCI system.
Keywords :
brain-computer interfaces; electroencephalography; visual evoked potentials; BCI system; EEG; SKT; SSVEP; brain computer interface; electroencephalogram; eye fatigue detection model; skin temperature; steady state visual evoked potential; user performance evaluation; visual fatigue; visual stimulator regulation; Abstracts; Brain modeling; Decision support systems; Fatigue; Optical sensors; Steady-state; Visualization; BCI; SSVEP; eye fatigue; user performance;
Conference_Titel :
Asia-Pacific Signal and Information Processing Association, 2014 Annual Summit and Conference (APSIPA)
Conference_Location :
Siem Reap
DOI :
10.1109/APSIPA.2014.7041797