• DocumentCode
    1850275
  • Title

    Application to robot control using brain function measurement by near-infrared spectroscopy

  • Author

    Tsubone, T. ; Muroga, T. ; Wada, Y.

  • Author_Institution
    Nagaoka Univ. of Technol., Niigata
  • fYear
    2007
  • fDate
    22-26 Aug. 2007
  • Firstpage
    5342
  • Lastpage
    5345
  • Abstract
    In recent years, study of brain computer interface (BCI) is conducted actively and many researches of implementation using electro encephalic gram (EEG) are reported. On the other hand, some realization of BCI based on near- infrared spectroscopy (NIRS) also had been reported. Since a measurement instrument for NIRS is comparatively small- scale and it can perform noninvasive measurements, NIRS is expected as one of useful tool in order to realize versatile BCIs. In this paper, the estimation method is shown the possibility of applications to the ON/OFF control of BCI by NIRS. We measured regional cerebral blood flow during tapping movement of the right hand by NIRS and we propose a method to quantitatively estimate start and end timing of movement by using a neural network.
  • Keywords
    biomechanics; biomedical measurement; blood flow measurement; brain; infrared spectroscopy; medical robotics; neural nets; user interfaces; brain computer interface; brain function measurement; electroencephalic gram; near-infrared spectroscopy; neural networks; regional cerebral blood flow measurement; right hand tapping movement; robot control; Application software; Brain computer interfaces; Electroencephalography; Fluid flow measurement; Infrared spectra; Instruments; Noninvasive treatment; Performance evaluation; Robot control; Spectroscopy; Adult; Algorithms; Artificial Intelligence; Brain Mapping; Evoked Potentials, Motor; Hemoglobins; Humans; Male; Man-Machine Systems; Motor Cortex; Movement; Pattern Recognition, Automated; Reproducibility of Results; Robotics; Sensitivity and Specificity; Spectroscopy, Near-Infrared; User-Computer Interface;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
  • Conference_Location
    Lyon
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-0787-3
  • Type

    conf

  • DOI
    10.1109/IEMBS.2007.4353548
  • Filename
    4353548