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Classification of Vigilance Based on EEG

  • Harbin Institute of Technology

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

Abstract

Vigilance (also known as continuous attention) is an important type of human attention, closely related to the cognitive activities of life and work. Many human-computer interaction systems require vigilance of the operators to be kept at a certain level in critical tasks. In view of the problem that the vigilance of operators decreases as the time and difficulty of performing tasks in crucial positions increase, it is necessary to monitor the vigilance. This paper summarizes the advantages and disadvantages of physiological signal evaluation vigilance, and proposes classifying vigilance based on EEG method. The results show that the vigilance can be well evaluated, remedial measures can hence be taken avoiding the loss caused by the decreased vigilance.

Original languageEnglish
Title of host publicationICGSP 2020 - Proceedings of the 4th International Conference on Graphics and Signal Processing
PublisherAssociation for Computing Machinery
Pages76-80
Number of pages5
ISBN (Electronic)9781450377812
DOIs
StatePublished - 26 Jun 2020
Externally publishedYes
Event4th International Conference on Graphics and Signal Processing, ICGSP 2020 - Nagoya, Virtual, Japan
Duration: 26 Jun 202028 Jun 2020

Publication series

NameACM International Conference Proceeding Series

Conference

Conference4th International Conference on Graphics and Signal Processing, ICGSP 2020
Country/TerritoryJapan
CityNagoya, Virtual
Period26/06/2028/06/20

Keywords

  • EEG
  • Vigilance
  • band energy
  • support vector machine

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