Development of a wireless embedded brain - Computer interface and its application on drowsiness detection and warning

被引:0
|
作者
Lin, Chin-Teng [1 ,2 ]
Hsieh, Hung-Yi [1 ]
Liang, Sheng-Fu [3 ]
Chen, Yu-Chieh [1 ,2 ]
Ko, Li-Wei [1 ,2 ]
机构
[1] Univ Syst Taiwan, Brain Res Ctr, Hsinchu, Taiwan
[2] Natl Chiano Tung Univ, Dept Elect & Control Engn, Hsinchu, Taiwan
[3] Natl Cheng Kung Univ, Dept Comp Sci & Informat Engn, Tainan, Taiwan
关键词
brain-computer inter-faces (BCIs); electroencephalogram (EEG); embedded systems; real-time; wireless;
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 existing bio-signal monitoring systems are mostly designed for signal recording without the capability of automatic analysis so that their applications are limited. The goal of this paper is to develop a real-time wireless embedded electroencephalogram (EEG) monitoring system that includes multi-channel physiological acquisition, wireless transmission, and an embedded system. The wireless transmission can overcome the inconvenience of wire routing and the embedded multi-task scheduling for the dual-core processing system is developed to realize the real-time processing. The whole system has been applied to detect the driver's drowsiness for demonstration since drowsiness is considered as a serious cause of many traffic accidents. The electroencephalogram (EEG) features changes from wakefulness to drowsiness are extracted to detect the driver's drowsiness and an on-line warning feedback module is applied to avoid disasters caused by fatigue.
引用
收藏
页码:561 / +
页数:2
相关论文
共 50 条
  • [21] Development of a mobile electrocardiograph with a wireless warning embedded system
    Fatima, Moumtadi
    Mendez Javier, Gomez
    Julio Carlos, Delgado Hernandez
    Medina Roberto, Tovar
    INTERNATIONAL MEETING OF ELECTRICAL ENGINEERING RESEARCH 2012, 2012, 35 : 144 - 154
  • [22] Hybrid brain-computer interface for biomedical cyber-physical system application using wireless embedded EEG systems
    Chai, Rifai
    Naik, Ganesh R.
    Ling, Sai Ho
    Nguyen, Hung T.
    BIOMEDICAL ENGINEERING ONLINE, 2017, 16
  • [23] Cognitive brain–Computer interface and probable aspects of its practical application
    Atanov M.S.
    Ivanitsky G.A.
    Ivanitsky A.M.
    Human Physiology, 2016, 42 (3) : 235 - 240
  • [24] Electroencephalogram Based Brain Concentration and Its Human Computer Interface Application
    Xiao, Di
    Zhang, Wentao
    2015 IEEE INTERNATIONAL CONFERENCE ON COMPUTER AND COMMUNICATIONS (ICCC), 2015, : 21 - 24
  • [25] Embedded Implementation of Brain Computer Interface using FPGA
    Aravind, M.
    Babu, S. Suresh
    IEEE INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGICAL TRENDS IN COMPUTING, COMMUNICATIONS AND ELECTRICAL ENGINEERING (ICETT), 2016,
  • [26] A Novel Audiovisual Brain-Computer Interface and Its Application in Awareness Detection (vol 5, 9962, 2015)
    Wang, Fei
    He, Yanbin
    Pan, Jiahui
    Xie, Qiuyou
    Yu, Ronghao
    Zhang, Rui
    Li, Yuanqing
    SCIENTIFIC REPORTS, 2015, 5
  • [27] Application and Enhancement of Embedded Computer Operating System Interface
    Ji, Yuxiang
    Wang, Shengfei
    LECTURE NOTES IN REAL-TIME INTELLIGENT SYSTEMS (RTIS 2016), 2018, 613 : 71 - 78
  • [28] FUZZY DIVERGENCE BASED ANALYSIS FOR EEG DROWSINESS DETECTION BRAIN COMPUTER INTERFACES
    Reddy, Tharun Kumar
    Arora, Vipul
    Behera, Laxmidhar
    Wang, Yu-kai
    Lin, Chin-Teng
    2020 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE), 2020,
  • [29] A Novel Embedded Approach for the Development of Wireless Electro-oculogram Based Human-Computer Interface
    Swami, Piyush
    Singh, Ramandeep
    Gandhi, Tapan
    Anand, Sneh
    2012 2ND IEEE INTERNATIONAL CONFERENCE ON PARALLEL, DISTRIBUTED AND GRID COMPUTING (PDGC), 2012, : 252 - 255
  • [30] Towards Online Application of Wireless EEG-Based Open Platform Brain Computer Interface
    Risangtuni, Ayu Gareta
    Suprijanto
    Widyotriatmo, Augie
    2012 IEEE CONFERENCE ON CONTROL, SYSTEMS & INDUSTRIAL INFORMATICS (ICCSII), 2012, : 141 - 144