• DocumentCode
    3255172
  • Title

    The architecture and key technologies of a BMI based telerobot system over Internet

  • Author

    Fu, Yunfa ; Xu, Baolei ; Pei, Lili ; Li, Hongyi

  • Author_Institution
    State Key Lab. of Robot. Shenyang Inst. of Autom., Chinese Acad. of Sci., Shenyang, China
  • Volume
    9
  • fYear
    2010
  • fDate
    16-18 Oct. 2010
  • Firstpage
    4159
  • Lastpage
    4165
  • Abstract
    In the study of Internet-based telerobot system, the aim is at human-machine integration and a BMI-based telerobot system over Internet is proposed using a new method of direct human-machine integration interface: brain-machine interface (BMI). The difference between this system and the traditional Internet-based telerobot system lies in that operators can directly control remote robots just by their thoughts. In traditional Internet-based telerobot system, operators control robots by joysticks which cannot directly integrate their intelligent system into robot system and also cannot meet the special application requirements of hand unfit teleoperation. To realize such a system, the key problems such as the optimal design of cognitive tasks fitting both operators and operating robots, the adaptive real-time online parameters optimization algorithm for feature extraction and classification, as well as the methods for overcoming the adverse impacts brought by network time-delay on the stability, telepresence, and transparency of the system are discussed in the study, which provides both methods and algorithms for further study.
  • Keywords
    Internet; brain-computer interfaces; optimisation; telerobotics; BMI based telerobot system; Internet; architecture technologies; brain machine interface; feature extraction; hand unfit teleoperation; human machine integration interface; intelligent system; key technologies; network time-delay; operator control robots; real-time online parameters optimization algorithm; Classification algorithms; Electroencephalography; Feature extraction; Internet; Robots; Support vector machines; Wavelet packets; BMI; Brain-machine interface; Internet-based telerobot; mobile robot;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Signal Processing (CISP), 2010 3rd International Congress on
  • Conference_Location
    Yantai
  • Print_ISBN
    978-1-4244-6513-2
  • Type

    conf

  • DOI
    10.1109/CISP.2010.5646705
  • Filename
    5646705