IDEAS home Printed from https://ideas.repec.org/a/wsi/fracta/v30y2022i01ns0218348x22500414.html
   My bibliography  Save this article

Complexity And Information-Based Analysis Of The Electroencephalogram (Eeg) Signals In Standing, Walking, And Walking With A Brain–Computer Interface

Author

Listed:
  • JANARTHANAN RAMADOSS

    (Centre for Artificial Intelligence, Chennai Institute of Technology, Kundrathur, Chennai 600069, Tamil Nadu, India)

  • NORAZRYANA MAT DAWI

    (��Independent Researcher, 525 West 8th Avenue, Vancouver, BC, Canada V5Z 1C6, Canada)

  • KARTHIKEYAN RAJAGOPAL

    (��Centre for Nonlinear Systems, Chennai Institute of Technology, Kundrathur, Chennai 600069, Tamil Nadu, India)

  • HAMIDREZA NAMAZI

    (�Incubator of Kinanthropology Research, Faculty of Sports Studies, Masaryk University, Kamenice 753/5, 625 00 Brno, Czech Republic¶College of Engineering & Science, Victoria University, P. O. Box 14428, Melbourne, VIC 8001, Australia)

Abstract

In this paper, we analyzed the variations in brain activation between different activities. Since Electroencephalogram (EEG) signals as an indicator of brain activation contain information and have complex structures, we employed complexity and information-based analysis. Specifically, we used fractal theory and Shannon entropy for our analysis. Eight subjects performed three different activities (standing, walking, and walking with a brain–computer interface) while their EEG signals were recorded. Based on the results, the complexity and information content of EEG signals have the greatest and smallest values in walking and standing, respectively. Complexity and information-based analysis can be applied to analyze the activations of other organs in different conditions.

Suggested Citation

  • Janarthanan Ramadoss & Norazryana Mat Dawi & Karthikeyan Rajagopal & Hamidreza Namazi, 2022. "Complexity And Information-Based Analysis Of The Electroencephalogram (Eeg) Signals In Standing, Walking, And Walking With A Brain–Computer Interface," FRACTALS (fractals), World Scientific Publishing Co. Pte. Ltd., vol. 30(01), pages 1-7, February.
    • Handle: RePEc:wsi:fracta:v:30:y:2022:i:01:n:s0218348x22500414
    DOI: 10.1142/S0218348X22500414
    as

    Download full text from publisher

    File URL: http://www.worldscientific.com/doi/abs/10.1142/S0218348X22500414
    Download Restriction: Access to full text is restricted to subscribers
    File URL: https://libkey.io/10.1142/S0218348X22500414?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:wsi:fracta:v:30:y:2022:i:01:n:s0218348x22500414. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    We have no bibliographic references for this item. You can help adding them by using this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Tai Tone Lim (email available below). General contact details of provider: https://www.worldscientific.com/worldscinet/fractals .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.