A study on EEG based concentration power index transmission and brain computer interface application

Chung Heon Lee, Jang Woo Kwon, Jun Eui Hong, Dong Hoon Lee

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

8 Scopus citations

Abstract

This research measures EEG signals which are generating on the head skin and extracts brain concentration level related with brain activity. We have developed wireless transmission system of concentration power index for controlling hardware by using this signal. Two channel electrodes was used for measuring EEG signal on front head and Biopac system with EEG100C was also used for measuring EEG signal, amplifying and filtering the signal. LabVIEW 8.5 was used for FFT transformation, frequency and spectrum analysis of the measured EEG signal. As a result, several kinds of brain waves, such as a waves, β waves, θ waves and δ waves have been classified according to frequency band. We extracted the concentration power index by adapting concentration extraction algorithm. This concentration power index was transferred into an automobile Lego device by wireless module for BCI application test.

Original languageEnglish
Title of host publicationWorld Congress on Medical Physics and Biomedical Engineering
Subtitle of host publicationImage Processing, Biosignal Processing, Modelling and Simulation, Biomechanics
PublisherSpringer Verlag
Pages537-539
Number of pages3
Edition4
ISBN (Print)9783642038815
DOIs
StatePublished - 2009
Externally publishedYes
EventWorld Congress on Medical Physics and Biomedical Engineering: Image Processing, Biosignal Processing, Modelling and Simulation, Biomechanics - Munich, Germany
Duration: 7 Sep 200912 Sep 2009

Publication series

NameIFMBE Proceedings
Number4
Volume25
ISSN (Print)1680-0737

Conference

ConferenceWorld Congress on Medical Physics and Biomedical Engineering: Image Processing, Biosignal Processing, Modelling and Simulation, Biomechanics
Country/TerritoryGermany
CityMunich
Period7/09/0912/09/09

Keywords

  • BCI
  • Concentration power index
  • EEG
  • FFT
  • Wireless transmission

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