論文

査読有り 国際誌
2020年12月

Development of wireless sensor nodes to monitor working environment and human mental conditions.

Lecture Notes in Electrical Engineering
  • Nobuyoshi Komuro
  • ,
  • Tomoki Hashiguchi
  • ,
  • Keita Hirai
  • ,
  • Makoto Ichikawa

712
開始ページ
149
終了ページ
157
記述言語
英語
掲載種別
研究論文(国際会議プロシーディングス)
DOI
10.1007/978-981-15-9354-3_15
出版者・発行元
Springer Singapore

This paper proposes and develops wireless sensor nodes to monitor working environments and human emotions estimation. The proposed system collects indoor environment data, which concern human perception, through Wireless Sensor Network. Human emotions are estimated based on the Machine Learning techniques and collected sensor data. In other words, the proposed system estimates the human emotions without image data form camera sensor or vital data from wearable sensors. Experimental results show that the proposed system achieves over 80% estimation accuracy by using multiple kinds of sensors. It is seen from the experimental results that the developed sensors are helpful to estimate human emotions.

リンク情報
DOI
https://doi.org/10.1007/978-981-15-9354-3_15
URL
http://link.springer.com/content/pdf/10.1007/978-981-15-9354-3_15
ID情報
  • DOI : 10.1007/978-981-15-9354-3_15
  • ISSN : 1876-1100
  • eISSN : 1876-1119

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