遇见数据集

Personalized Driver Distraction Detection: Preprocessed Multimodal Physiological Signals (EEG, GSR, HR) from Simulated Driving Experiment

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Zenodo2026-05-17 更新2026-05-26 收录
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EEG, GSR, and HR signals from 50 participants during simulated driving. Two files per participant (normal and cognitive load conditions), provided as a single ZIP archive. Signals recorded using Emotiv EPOC+ (14 channel EEG, 128Hz), Shimmer3 GSR+, and Polar H10 chest strap. Cognitive load induced via backward counting task (decrement by 7). Data collected under ECU Human Research Ethics Committee approval (HREC No. 2023-04542-APONSO). Participant identity was not recorded. All data inherently anonymised with numeric labels only. Associated publication: "Driver Distraction Detection using Personalized Machine Learning", Aponso, Speelman, Johnstone. Submitted to IEEE Access, 2026.

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Zenodo
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2026-05-17
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