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Cableless measurement of hand griping patterns and heart rate with flexible pressure sensor sheet
Tianyi Wang, Hieyong Jeong, An Guo, Takafumi Ohno, Na Li, Yuko Ohno
Language English Country Czech Republic
Document type Evaluation Study
- MeSH
- Transportation MeSH
- Accidents, Traffic * MeSH
- Risk Assessment MeSH
- Humans MeSH
- Hand Strength * MeSH
- Heart Rate MeSH
- Check Tag
- Humans MeSH
- Publication type
- Evaluation Study MeSH
Background: Driver's behaviours such as poor steering patterns and drowsy driving at the steering wheel have been recognized as main causes of traffic accidents. However, little researches focused on how drivers hold the steering wheel and previous studies have not addressed cableless approach to measure heart rate from hand griping. In this paper, we proposed a basic study on measuring hand griping patterns and heart rate simultaneously through hand griping using flexible pressure sensor sheet. Methods: Six volunteers were asked to steer a cylinder bar with six different hand griping patterns and steer still for 60 seconds for five times, hand griping pressure was measured using pressure sensor sheet, hand griping patterns were identified by hand griping pressure distribution, heart rate was calculated from hand griping pressure filtered by band pass filter (BPF) and the results were crosschecked by gold standard measurement system. Results: According to experiment results, proposed flexible pressure sensor sheet can clearly perform hand griping patterns, heart rate detection showed high accuracy (94%) and good agreement compared with gold standard measurement system. Conclusion: It was concluded that proposed method showed high potential application for measuring hand griping patterns and heart rate with cableless measurement.
Literatura
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- $a Wang,Tianyi $u Department of Robotics & Design for Innovative Healthcare, Graduate School of Medicine, Osaka University, Osaka, Japan
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- $a Cableless measurement of hand griping patterns and heart rate with flexible pressure sensor sheet / $c Tianyi Wang, Hieyong Jeong, An Guo, Takafumi Ohno, Na Li, Yuko Ohno
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- $a Literatura
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- $a Background: Driver's behaviours such as poor steering patterns and drowsy driving at the steering wheel have been recognized as main causes of traffic accidents. However, little researches focused on how drivers hold the steering wheel and previous studies have not addressed cableless approach to measure heart rate from hand griping. In this paper, we proposed a basic study on measuring hand griping patterns and heart rate simultaneously through hand griping using flexible pressure sensor sheet. Methods: Six volunteers were asked to steer a cylinder bar with six different hand griping patterns and steer still for 60 seconds for five times, hand griping pressure was measured using pressure sensor sheet, hand griping patterns were identified by hand griping pressure distribution, heart rate was calculated from hand griping pressure filtered by band pass filter (BPF) and the results were crosschecked by gold standard measurement system. Results: According to experiment results, proposed flexible pressure sensor sheet can clearly perform hand griping patterns, heart rate detection showed high accuracy (94%) and good agreement compared with gold standard measurement system. Conclusion: It was concluded that proposed method showed high potential application for measuring hand griping patterns and heart rate with cableless measurement.
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- $a Jeong, Hieyong $u Department of Robotics & Design for Innovative Healthcare, Graduate School of Medicine, Osaka University, Osaka, Japan
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- $a Guo, An $u Department of Robotics & Design for Innovative Healthcare, Graduate School of Medicine, Osaka University, Osaka, Japan
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- $a Ohno, Takafumi $u Department of Robotics & Design for Innovative Healthcare, Graduate School of Medicine, Osaka University, Osaka, Japan
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- $a Li, Na $u Department of Robotics & Design for Innovative Healthcare, Graduate School of Medicine, Osaka University, Osaka, Japan
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- $a Ohno, Yuko $u Department of Mathematical Health Science, Graduate School of Medicine, Osaka University, Osaka, Japan
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- $t European journal for biomedical informatics $x 1801-5603 $g Roč. 14, č. 4 (2018), s. 4-11 $w MED00173462
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- $u https://www.ejbi.org/scholarly-articles/cableless-measurement-of-hand-griping-patterns-and-heart-rate-with-flexible-pressure-sensor-sheet.pdf $y plný text volně přístupný
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