Emotion and fatigue monitoring using wearable devices

Jong Seok Lee, You Suk Bae, Wongok Lee, Hyunsuk Lee, Jinkeun Yu, Jong Pil Choi

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

This paper presents our prototype wearable system for monitoring emotion and fatigue of users. We develop a hardware part that can measure Galvanic skin response and photoplethysmography at a sampling rate of 100 Hz. In addition, we build a classification module that can distinguish the type of emotion and the level of fatigue of the user based on the measured signals. It is demonstrated that the developed system can successfully be used for emotion and fatigue monitoring.

Original languageEnglish
Title of host publicationProceedings of the 6th International Conference on Green and Human Information Technology - ICGHIT 2018
EditorsFranklin Bien, Syh Yuan Tan, Seong Oun Hwang
PublisherSpringer Verlag
Pages91-96
Number of pages6
ISBN (Print)9789811303104
DOIs
Publication statusPublished - 2019 Jan 1
Event6th International Conference on Green and Human Information Technology, ICGHIT 2018 - Chiang Mai, Thailand
Duration: 2018 Jan 312018 Feb 2

Publication series

NameLecture Notes in Electrical Engineering
Volume502
ISSN (Print)1876-1100
ISSN (Electronic)1876-1119

Conference

Conference6th International Conference on Green and Human Information Technology, ICGHIT 2018
CountryThailand
CityChiang Mai
Period18/1/3118/2/2

All Science Journal Classification (ASJC) codes

  • Industrial and Manufacturing Engineering

Fingerprint Dive into the research topics of 'Emotion and fatigue monitoring using wearable devices'. Together they form a unique fingerprint.

  • Cite this

    Lee, J. S., Bae, Y. S., Lee, W., Lee, H., Yu, J., & Choi, J. P. (2019). Emotion and fatigue monitoring using wearable devices. In F. Bien, S. Y. Tan, & S. O. Hwang (Eds.), Proceedings of the 6th International Conference on Green and Human Information Technology - ICGHIT 2018 (pp. 91-96). (Lecture Notes in Electrical Engineering; Vol. 502). Springer Verlag. https://doi.org/10.1007/978-981-13-0311-1_17