TY - JOUR
T1 - An SSVEP-based BCI using high duty-cycle visual flicker
AU - Lee, Po Lei
AU - Yeh, Chia Lung
AU - Cheng, John Yung Sung
AU - Yang, Chia Yen
AU - Lan, Gong Yau
PY - 2011/12/1
Y1 - 2011/12/1
N2 - Steady-state visual-evoked potential (SSVEP)-based brain-computer interfaces (BCIs) have generated significant interest due to their high information transfer rate (ITR). Due to the amplitude-frequency characteristic of the SSVEP, the flickering frequency of an SSVEP-based BCI is typically lower than 20Hz to achieve a high SNR. However, a visual flicker with a flashing frequency below the critical flicker-fusion frequency often makes subjects feel flicker jerky and causes visual discomfort. This study presents a novel technique using high duty-cycle visual flicker to decrease users visual discomfort. The proposed design uses LEDs flashing at 13.16Hz, driven by flickering sequences consisting of repetitive stimulus cycles with a duration T (T 76 ms). Each stimulus cycle included an ON state with a duration T $ ON and an OFF state with a duration T$ OFF ( T T $ ON T $ OFF), and the duty cycle, defined as T$ ON/ T, varied from 10.5 to 89.5. This study also includes a questionnaire survey and analyzes the SSVEPs induced by different duty-cycle flickers. An 89.5 duty-cycle flicker, reported as a comfortable flicker, was adopted in a phase-tagged SSVEP system. Six subjects were asked to sequentially input a sequence of cursor commands with the 25.08-bits/min ITR.
AB - Steady-state visual-evoked potential (SSVEP)-based brain-computer interfaces (BCIs) have generated significant interest due to their high information transfer rate (ITR). Due to the amplitude-frequency characteristic of the SSVEP, the flickering frequency of an SSVEP-based BCI is typically lower than 20Hz to achieve a high SNR. However, a visual flicker with a flashing frequency below the critical flicker-fusion frequency often makes subjects feel flicker jerky and causes visual discomfort. This study presents a novel technique using high duty-cycle visual flicker to decrease users visual discomfort. The proposed design uses LEDs flashing at 13.16Hz, driven by flickering sequences consisting of repetitive stimulus cycles with a duration T (T 76 ms). Each stimulus cycle included an ON state with a duration T $ ON and an OFF state with a duration T$ OFF ( T T $ ON T $ OFF), and the duty cycle, defined as T$ ON/ T, varied from 10.5 to 89.5. This study also includes a questionnaire survey and analyzes the SSVEPs induced by different duty-cycle flickers. An 89.5 duty-cycle flicker, reported as a comfortable flicker, was adopted in a phase-tagged SSVEP system. Six subjects were asked to sequentially input a sequence of cursor commands with the 25.08-bits/min ITR.
KW - Brain-computer interface (BCI)
KW - electroencephalographic (EEG)
KW - steady-state visual-evoked potentials (SSVEPs)
KW - Brain-computer interface (BCI)
KW - electroencephalographic (EEG)
KW - steady-state visual-evoked potentials (SSVEPs)
UR - http://www.scopus.com/inward/record.url?scp=82155191310&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=82155191310&partnerID=8YFLogxK
U2 - 10.1109/TBME.2011.2162586
DO - 10.1109/TBME.2011.2162586
M3 - Article
C2 - 21788179
AN - SCOPUS:82155191310
SN - 0018-9294
VL - 58
SP - 3350
EP - 3359
JO - IEEE Transactions on Biomedical Engineering
JF - IEEE Transactions on Biomedical Engineering
IS - 12 PART 1
M1 - 5959958
ER -