• DocumentCode
    2093348
  • Title

    EEG analysis of frontal lobe area in arousal maintenance state against sleepiness

  • Author

    Yoshida, Hiroyuki ; Tanaka, Yuichi ; Kikkawa, S.

  • Author_Institution
    Dept. of Comput. Syst. Biol., Kinki Univ., Wakayama, Japan
  • fYear
    2012
  • fDate
    Aug. 28 2012-Sept. 1 2012
  • Firstpage
    2933
  • Lastpage
    2936
  • Abstract
    This paper describes EEG analysis of frontal lobe area in arousal maintenance state against sleepiness. Arousal maintenance state is considered different physiological state from the normal sleep onset. To analyze the EEG of frontal area might be important because we believe that the arousal maintenance state against sleepiness causes neuron activities from the frontal lobe, which coordinates behavior, to hypothalamus, which coordinates wakefulness and sleep. It is, however, hard to use EEG signals in the frontal area consistently because blinking artifacts are mixed in the EEG signals. In this paper, we have analyzed the EEG signals of the frontal lobe in arousal maintenance state against sleepiness after removing the eye-blinking artifact from the scalp EEG signals using an ICA denoising method. As a result, the EEG signals of the frontal area in the arousal maintenance state against sleepiness have wide bandwidth as in the EEG of the occipital area. It strengthens our speculation, i.e., the EEG desynchronization occurs because of the neuron activities from the frontal lobe to hypothalamus in order to maintain arousal state against sleepiness.
  • Keywords
    biomechanics; electroencephalography; eye; medical signal processing; neurophysiology; signal denoising; signal reconstruction; sleep; synchronisation; EEG analysis; EEG signals; ICA denoising method; arousal maintenance state; desynchronization; eye-blinking artifact; frontal lobe area; hypothalamus; neuron activities; normal sleep onset; occipital area; physiological state; signal reconstruction; sleepiness; Bandwidth; Conferences; Electroencephalography; Maintenance engineering; Neurons; Sleep; Time frequency analysis; Desynchronization; EEG analysis; ICA; Instantaneous Equivalent Bandwith; wakefulness maintenance state; Algorithms; Electroencephalography; Frontal Lobe; Humans; Sleep Stages; Wakefulness;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
  • Conference_Location
    San Diego, CA
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4119-8
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/EMBC.2012.6346578
  • Filename
    6346578