five

manD 1.0

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NIAID Data Ecosystem2026-05-01 收录
下载链接:
https://doi.org/10.7910/DVN/SG9TMD
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资源简介:
manD 1.0 refers to a dataset that contains data from multiple driver monitoring sensors. The dataset is collected from 50 participants, 25 females and 25 males aged between 21 and 65 years. 11 drivers experienced motion sickness during the experiment and stopped it earlier. The remaining drove until end. The dataset includes data from both groups separately. In manD 1.0, for every driver, three modules are available: environment sate that covers the relevant information about environment and surrounding driving situation, vehicle state that presents state and dynamics of the vehicle, and driver state that contains a holistic description of driver in form EEG, ECG, PPG, EDA, skin temperature, seat-pressure distribution, eye tracking data, activity label, facial expression using RGB videos, and performance in non-driving related tasks. The provided data are synchronized and can be used in combination to analyze different aspects such as interpreting, modeling, and predicting driver behavior and driver state, designing interaction strategies, and researching motion sickness.
创建时间:
2024-01-24
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