Research on Trial of Fatigue Detection Using Heart Rate Data of Smart Watch
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- IMAI Ryuichi
- Tokyo City University
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- KAMIYA Daisuke
- University of the Ryukyus
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- INOUE Haruka
- Kansai University
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- TANAKA Shigenori
- Kansai University
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- SAKURAI JUN
- Kansai University Graduate School
Bibliographic Information
- Other Title
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- スマートウォッチを用いた疲労度検出の試行に関する研究
Description
<p>In construction sites, there occurs many industrial accidents. Also, with the aging of engineers and the lack of successors, worker’s burdens on jobs are increasing. Thus, it is concern about an increase in occupational accidents. In particular, it is thought that the probability of artificial mistake increases with decreasing concentration due to fatigue. Therefore, it is important to grasp states of workers constantly and to work out a safety measures. In existing research, there are some approaches to grasp the degree of fatigue and stress from blood and heart electric waves. However, these methods are not suitable for grasping the state of the operator in real time. On the other hand, with the development of sensor technology in recent years, smart watches that can measure heartbeat easily and inexpensively have attracted a public attention. If fatigue could be detected by smart watches, it would be possible to manage safety effectively. Therefore, in this research, we try to detect the degree of fatigue using heart rate data of smartwatch and verify its applicability.</p>
Journal
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- Proceedings of the Fuzzy System Symposium
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Proceedings of the Fuzzy System Symposium 34 (0), 407-408, 2018
Japan Society for Fuzzy Theory and Intelligent Informatics
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Keywords
Details 詳細情報について
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- CRID
- 1390282763084483072
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- NII Article ID
- 130007554486
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- Text Lang
- ja
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- Data Source
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- JaLC
- CiNii Articles
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- Abstract License Flag
- Disallowed