TY - JOUR
T1 - A basic study for ASSR-based brain-computer interface using high-resolution frequency analysis (non-harmonic analysis)
AU - Matsuda, Jumpei
AU - Misawa, Tadanobu
AU - Hirobayashi, Shigeki
N1 - Publisher Copyright:
© 2015 The Institute of Electrical Engineers of Japan.
PY - 2015/7/1
Y1 - 2015/7/1
N2 - The auditory steady state response (ASSR) is elicited by repetitive presentation of auditory stimuli. Recently, the ASSR is used in EEG-based Brain-Computer Interface (BCI) paradigm. In this study, we have demonstrated efficacy of the Non-Harmonic Analysis (NHA) compared with the Discrete Fourier Transform (DFT) for ASSR-based BCI communication. The NHA is not much influenced by the analysis window length.
AB - The auditory steady state response (ASSR) is elicited by repetitive presentation of auditory stimuli. Recently, the ASSR is used in EEG-based Brain-Computer Interface (BCI) paradigm. In this study, we have demonstrated efficacy of the Non-Harmonic Analysis (NHA) compared with the Discrete Fourier Transform (DFT) for ASSR-based BCI communication. The NHA is not much influenced by the analysis window length.
KW - Auditory Steady State Response (ASSR)
KW - Brain-Computer Interface (BCI)
KW - Discrete Fourier Transform (DFT)
KW - Electroencephalography (EEG)
KW - Non-Harmonic Analysis (NHA)
KW - Signal processing
UR - http://www.scopus.com/inward/record.url?scp=84937903969&partnerID=8YFLogxK
U2 - 10.1541/ieejsmas.135.253
DO - 10.1541/ieejsmas.135.253
M3 - 学術論文
AN - SCOPUS:84937903969
SN - 1341-8939
VL - 135
SP - 253
EP - 254
JO - IEEJ Transactions on Sensors and Micromachines
JF - IEEJ Transactions on Sensors and Micromachines
IS - 7
ER -