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Physiological data-driven models for motion sickness prediction

delete2026-02-04
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PRE
AI
D
Daniel Sousa Schulman *
B
Bradley Kerr
S
Srikanth Kolachalama
S
Siyuan Yin
J
Jedidiah Pienkney
M
Michael Ben Wachsman
N
Nishant Jalgaonkar
R
R. S. Gao
M
Monica L. H. Jones
S
Shorya Awtar
DOI:10.1016/j.apergo.2026.104739delete
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摘要

摘要

En 中文
• Motion sickness binary classification using physiological data achieves 81% accuracy. • Electrodermal activity and neck surface electromyography data are suitable indicators for MS prediction. • Self-reported MS scores can lag MS-triggering head motion exposure by 180 s.
Keyword:
Machine learning
Heart rate
Surface electromyographic data
Motion sickness
AI总结

AI总结

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期刊

Applied Ergonomics 封面图
Applied Ergonomics
IF:
3.4
论文数:
4.9K
被引数:
1.2W

机构

G
georgia institute of technology
学者数:
2.2K
论文数: 1.1K
被引数: 0
U
university of michigan
学者数:
9.4K
论文数: 4.4K
被引数: 1
引用论文

引用论文

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