A Simple Communication System based on Brain Computer Interface

被引:0
|
作者
Singh, Avinash Kumar [1 ]
Wang, Yu-Kai [1 ]
King, Jun-Tai [1 ]
Lin, Chin-Teng [1 ]
Ko, Li-Wei [1 ]
机构
[1] Natl Chiao Tung Univ, Brain Res Ctr, Hsinchu 300, Taiwan
关键词
EEG; eye-blinking; BCI; speech sysnthesis;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The current study presents one Brain Computer Interface (BCI) based communication system in which the intentional eye blink were extracted from the single channel EEG data. This system could be useful for the sufferers of motor disease, locked in syndrome, and paralysis. In particular, one new Human Computer Interface (HCI) can also benefit healthy users. To detect the intentional eye blinking in real-time, the score was calculated from delta, theta and gamma power band from the brain dynamics acquired from single channel through NeuroSky Headset wirelessly. The soft and hard blink represent '0' and '1' in this system respectively and formed four continuous bit string which map to the pre-defined text in this system. The mapped text was convert into speech and send to the speaker. The experimental results shows that this system can provide an accurate and convenient way to communicate through the brain dynamics.
引用
收藏
页码:363 / 366
页数:4
相关论文
共 50 条
  • [1] A Brain Computer Interface based Communication System using SSVEP and EOG
    Saravanakumar, D.
    Reddy, Ramasubba M.
    [J]. INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND DATA SCIENCE, 2020, 167 : 2033 - 2042
  • [2] Towards a Communication Brain Computer Interface Based on Semantic Relations
    Geuze, Jeroen
    Farquhar, Jason
    Desain, Peter
    [J]. PLOS ONE, 2014, 9 (02):
  • [3] A Tactile P300 Based Brain Computer Interface System for Communication in iOS Devices
    Anil, Divya Geethakumari
    Pelayo, Pablo
    Mistry, Krupal Sureshbai
    George, Kiran
    [J]. 2018 IEEE INTERNATIONAL INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE (I2MTC): DISCOVERING NEW HORIZONS IN INSTRUMENTATION AND MEASUREMENT, 2018, : 816 - 821
  • [4] Brain-Computer Interface Speller System for Alternative Communication: A Review
    Kundu, S.
    Ari, S.
    [J]. IRBM, 2022, 43 (04) : 317 - 324
  • [5] A Brain-Computer Interface based Security System
    Krisshna, Ajit N. L.
    Apoorva, N.
    Kadetotad, Deepak V.
    Ramesh, Divya
    Bhatia, Harsha
    Kedlaya, Madhumita
    Sujatha, B.
    [J]. 2013 TEXAS INSTRUMENTS INDIA EDUCATORS' CONFERENCE (TIIEC 2013), 2013, : 248 - 252
  • [6] Brain Computer Interface Based Visual Detection System
    Yayik, Apdullah
    Kutlu, Yakup
    [J]. 2017 25TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2017,
  • [7] An Tactile ERP-Based Brain-Computer Interface for Communication
    Liu, Yadong
    Wang, Jingjun
    Yin, Erwei
    Yu, Yang
    Zhou, Zongtan
    Hu, Dewen
    [J]. INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION, 2019, 35 (07) : 559 - 567
  • [8] Driver Detecting System based on Brain-Computer Interface
    Hu Jian-feng
    Mu Zhen-dong
    Wang Ping
    [J]. PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON EDUCATION, MANAGEMENT, INFORMATION AND MEDICINE (EMIM 2015), 2015, 8 : 512 - 515
  • [9] An enhancement of EEG-based brain-computer interface communication software
    Yamawaki, Nobuyuki
    [J]. NEUROSCIENCE RESEARCH, 2009, 65 : S182 - S182
  • [10] Brain computer interface with EEG signals to improve feedback system in higher education based on augmentative and alternative communication
    Sun H.
    Hou H.
    Song W.
    Hu H.
    Liu N.
    Shankar A.
    [J]. International Journal of Information and Communication Technology, 2024, 24 (02) : 128 - 144