@inproceedings{ddd91d17bb544d2daed9fce2479baf08,
title = "An alpha-wave-based binaural beat sound control system using fuzzy logic and autoregressive forecasting model",
abstract = "We are developing a new real-time control system for customizing auditory stimulus (the binaural beat sound) by judging user alpha waves to entrain a user's feeling in the most relaxed way. Since brainwave activity provides the necessary predictive information for arousal states, we use an autoregressive forecasting model to estimate the frequency response series of the alpha frequency bands and the inverted-U concept to determine the user's arousal state. A fuzzy logic controller is also employed to regulate the binaural beat control signal on a forecasting error signal. Our system allows comfortable user self-relaxation. The results of experiments confirm the constructed system's effectiveness and necessity.",
keywords = "Alpha wave, Autoregressive model, Binaural beat, Biofeedback, Fuzzy logic",
author = "Sittapong Settapat and Michiko Ohkura",
year = "2008",
doi = "10.1109/SICE.2008.4654631",
language = "English",
isbn = "9784907764296",
series = "Proceedings of the SICE Annual Conference",
pages = "109--114",
booktitle = "Proceedings of SICE Annual Conference 2008 - International Conference on Instrumentation, Control and Information Technology",
note = "SICE Annual Conference 2008 - International Conference on Instrumentation, Control and Information Technology ; Conference date: 20-08-2008 Through 22-08-2008",
}