An Asynchronous MI-BCI System Based on Master-slave Features

被引：0
|
作者：
Sun, Yuge [1 ]
Ye, Ning [1 ]
Yang, Jie [1 ]
机构：
[1] Northeastern Univ, Coll Informat Sci & Engn, Shenyang, Peoples R China
来源：
2016 9TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, BIOMEDICAL ENGINEERING AND INFORMATICS (CISP-BMEI 2016) | 2016年
基金：
中国国家自然科学基金;
关键词：
Asynchronous BCI; BP feature; ERS/ERD; Maste-Slave;
D O I：
暂无
中图分类号：
R318 [生物医学工程];
学科分类号：
0831 ;
摘要：
This paper proposes a method to establish an asynchronous brain computer interface (BCI) system based on master-slave features. The features are extracted from motor imagery (MI) EEGs. Utilizing BP (Bereitschafts potential) feature as the master feature can detect the no-control (NC) / intentional control (IC) states in an asynchronous BCI system. EEG rhythm energy ratio is extracted as the slave feature based on event related synchronization and de-synchronization (ERS/ERD) phenomenon to identify the binary intention. Using the EEGs of imagination of the left/right hand movement, an asynchronous BCI experimental system protocol based on master-slave features is presented. The performance is evaluated by testing, which proves the effectiveness of the proposed system.
引用
收藏
页码：1456 / 1461
页数：6
相关论文
共 50 条
  • [31] Adaptive controller of a master-slave system for transparent teleoperation
    Lee, HK
    Chung, MJ
    JOURNAL OF ROBOTIC SYSTEMS, 1998, 15 (08): : 465 - 475
  • [32] Master-slave robotic system for needle indentation and insertion
    Shin, Jaehyun
    Zhong, Yongmin
    Gu, Chengfan
    COMPUTER ASSISTED SURGERY, 2017, 22 : 100 - 105
  • [33] A Master-Slave Hand System for Virtual reality Interaction
    Yang Wenzhen
    Dong Lujie
    Yan Ming
    Wu Xinli
    Jiang Zhaona
    Pan Zhigeng
    2017 INTERNATIONAL CONFERENCE ON VIRTUAL REALITY AND VISUALIZATION (ICVRV 2017), 2017, : 276 - 281
  • [34] Asynchronous Master-Slave Parallelization of Differential Evolution for Multi-Objective Optimization
    Depolli, Matjaz
    Trobec, Roman
    Filipic, Bogdan
    EVOLUTIONARY COMPUTATION, 2013, 21 (02) : 261 - 291
  • [35] UNIVERSAL DEVELOPMENT SYSTEM IS AIM OF MASTER-SLAVE PROCESSORS
    CATTERTON, RD
    CASILLI, GS
    ELECTRONICS, 1976, 49 (19): : 91 - 96
  • [36] Bondgraph Modelling for the Master-Slave Robotic Teleoperation System
    Saini, Sarvesh
    Pathak, Pushparaj M.
    Orlando, M. Felix
    2019 28TH IEEE INTERNATIONAL CONFERENCE ON ROBOT AND HUMAN INTERACTIVE COMMUNICATION (RO-MAN), 2019,
  • [37] Unilateral Teleoperated Master-Slave System for Medical Applications
    Al Mashagbeh, Mohammad
    Khamesee, Mir Behrad
    IFAC PAPERSONLINE, 2015, 48 (03): : 784 - 787
  • [38] Research for a master-slave cerebrovascular interventional robotic system
    Shen, Hao
    Wang, Cheng
    Xie, Le
    Zhou, Shoujun
    Zhou, Xionghui
    PROCEEDINGS OF 2018 IEEE INTERNATIONAL CONFERENCE ON REAL-TIME COMPUTING AND ROBOTICS (IEEE RCAR), 2018, : 395 - 398
  • [39] Designing and realizing of a master-slave distributed CNC system
    Hangkong Zhizao Gongcheng, 6 (32-34):
  • [40] Development of a master-slave robot system for farm operations
    Noguchi, N
    Will, J
    Reid, J
    Zhang, Q
    COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2004, 44 (01) : 1 - 19
12345