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

Fingerprint

Fatigue of materials
Monitoring
Photoplethysmography
Skin
Sampling
Hardware

All Science Journal Classification (ASJC) codes

  • Industrial and Manufacturing Engineering

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
Lee, Jong Seok ; Bae, You Suk ; Lee, Wongok ; Lee, Hyunsuk ; Yu, Jinkeun ; Choi, Jong Pil. / Emotion and fatigue monitoring using wearable devices. Proceedings of the 6th International Conference on Green and Human Information Technology - ICGHIT 2018. editor / Franklin Bien ; Syh Yuan Tan ; Seong Oun Hwang. Springer Verlag, 2019. pp. 91-96 (Lecture Notes in Electrical Engineering).
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title = "Emotion and fatigue monitoring using wearable devices",
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.",
author = "Lee, {Jong Seok} and Bae, {You Suk} and Wongok Lee and Hyunsuk Lee and Jinkeun Yu and Choi, {Jong Pil}",
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Lee, JS, Bae, YS, Lee, W, Lee, H, Yu, J & Choi, JP 2019, Emotion and fatigue monitoring using wearable devices. in F Bien, SY Tan & SO Hwang (eds), Proceedings of the 6th International Conference on Green and Human Information Technology - ICGHIT 2018. Lecture Notes in Electrical Engineering, vol. 502, Springer Verlag, pp. 91-96, 6th International Conference on Green and Human Information Technology, ICGHIT 2018, Chiang Mai, Thailand, 18/1/31. https://doi.org/10.1007/978-981-13-0311-1_17

Emotion and fatigue monitoring using wearable devices. / Lee, Jong Seok; Bae, You Suk; Lee, Wongok; Lee, Hyunsuk; Yu, Jinkeun; Choi, Jong Pil.

Proceedings of the 6th International Conference on Green and Human Information Technology - ICGHIT 2018. ed. / Franklin Bien; Syh Yuan Tan; Seong Oun Hwang. Springer Verlag, 2019. p. 91-96 (Lecture Notes in Electrical Engineering; Vol. 502).

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

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Lee JS, Bae YS, Lee W, Lee H, Yu J, Choi JP. Emotion and fatigue monitoring using wearable devices. In Bien F, Tan SY, Hwang SO, editors, Proceedings of the 6th International Conference on Green and Human Information Technology - ICGHIT 2018. Springer Verlag. 2019. p. 91-96. (Lecture Notes in Electrical Engineering). https://doi.org/10.1007/978-981-13-0311-1_17