2020年12月
Development of wireless sensor nodes to monitor working environment and human mental conditions.
Lecture Notes in Electrical Engineering
- ,
- ,
- ,
- 巻
- 712
- 号
- 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
- ID情報
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- DOI : 10.1007/978-981-15-9354-3_15
- ISSN : 1876-1100
- eISSN : 1876-1119