Estimation of Emotions by Wearable Biometric Sensors under Daily Activities

Junichiro Hayano, Tetsuya Tanabiki, Shinichiro Iwata, Katsumi Abe, Emi Yuda

研究成果: Conference contribution

4 被引用数 (Scopus)

抄録

To examine the possibility of emotion estimation under daily activities with wearable sensors of objective biomarkers, we developed a discriminant model of the kind of emotion using pulse rate variability, skin temperature, body motion, and conversation. During 10 weeks of the experimental period, 5 healthy subjects recorded strongly conscious emotions (happy, relaxed, sad, and angry) at every 30 min during working hours. Significant association with the type of emotion was detected for heart rate, the variance of the frequency component of pulse rate variability, body movement, skin temperature, and conversation. Stepwise canonical discriminant analysis using these variables revealed that the kind of emotion can be expanded in two dimensions reflecting the levels of arousal and valence, respectively.

本文言語English
ホスト出版物のタイトル2018 IEEE 7th Global Conference on Consumer Electronics, GCCE 2018
出版社Institute of Electrical and Electronics Engineers Inc.
ページ268-269
ページ数2
ISBN(電子版)9781538663097
DOI
出版ステータスPublished - 2018 12 12
外部発表はい
イベント7th IEEE Global Conference on Consumer Electronics, GCCE 2018 - Nara, Japan
継続期間: 2018 10 92018 10 12

出版物シリーズ

名前2018 IEEE 7th Global Conference on Consumer Electronics, GCCE 2018

Other

Other7th IEEE Global Conference on Consumer Electronics, GCCE 2018
国/地域Japan
CityNara
Period18/10/918/10/12

ASJC Scopus subject areas

  • コンピュータ ネットワークおよび通信
  • 電子工学および電気工学
  • 安全性、リスク、信頼性、品質管理
  • 器械工学

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