A Basic Study for ASSR-based Brain-computer Interface using High-resolution Frequency Analysis (Non-harmonic Analysis)

• Matsuda Jumpei

  Graduate School of Science and Engineering for Education, University of Toyama

• Misawa Tadanobu

  Graduate School of Science and Engineering, University of Toyama

• Hirobayashi Shigeki

  Graduate School of Science and Engineering, University of Toyama

Bibliographic Information

Other Title

• 高分解能周波数解析法を用いたASSR-based BCIのための基礎的研究

Abstract

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.

Journal

• IEEJ Transactions on Sensors and Micromachines

  IEEJ Transactions on Sensors and Micromachines 135 (7), 253-254, 2015

  The Institute of Electrical Engineers of Japan

Keywords

• Electroencephalography (EEG)
• Brain-Computer Interface (BCI)
• Discrete Fourier Transform (DFT)
• Non-Harmonic Analysis (NHA)
• Auditory Steady State Response (ASSR)
• signal processing

Details

• CRID: 1390001204462522752
• NII Article ID: 130005086213
• DOI: 10.1541/ieejsmas.135.253
• ISSN: 13475525
• ISSN: 13418939
• Web Site: https://www.jstage.jst.go.jp/article/ieejsmas/135/7/135_253/_pdf
• Text Lang: ja
• Data Source:
  • JaLC
  • Crossref
  • CiNii Articles
• Abstract License Flag: Disallowed