A multimodal psychological, physiological and behavioural dataset for human emotions in driving tasks

Wenbo Li; Ruichen Tan; Yang Xing; Guofa Li; Shen Li; Guanzhong Zeng; Peizhi Wang; Bingbing Zhang; Xinyu Su; Dawei Pi; Gang Guo; Dongpu Cao

doi:10.1038/s41597-022-01557-2

Scientific Data (Aug 2022)

A multimodal psychological, physiological and behavioural dataset for human emotions in driving tasks

Wenbo Li,
Ruichen Tan,
Yang Xing,
Guofa Li,
Shen Li,
Guanzhong Zeng,
Peizhi Wang,
Bingbing Zhang,
Xinyu Su,
Dawei Pi,
Gang Guo,
Dongpu Cao

Affiliations

Wenbo Li: College of Mechanical and Vehicle Engineering, Chongqing University
Ruichen Tan: School of Vehicle and Mobility, Tsinghua University
Yang Xing: Department of Aerospace, Transport, and Manufacturing, Cranfield University
Guofa Li: College of Mechanical and Vehicle Engineering, Chongqing University
Shen Li: Department of Civil Engineering, Tsinghua University
Guanzhong Zeng: College of Mechanical and Vehicle Engineering, Chongqing University
Peizhi Wang: College of Mechanical and Vehicle Engineering, Chongqing University
Bingbing Zhang: College of Mechanical and Vehicle Engineering, Chongqing University
Xinyu Su: College of Mechanical and Vehicle Engineering, Chongqing University
Dawei Pi: School of Mechanical Engineering, Nanjing University of Science and Technology
Gang Guo: College of Mechanical and Vehicle Engineering, Chongqing University
Dongpu Cao: School of Vehicle and Mobility, Tsinghua University

DOI: https://doi.org/10.1038/s41597-022-01557-2
Journal volume & issue: Vol. 9, no. 1
pp. 1 – 20

Abstract

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Measurement(s) electroencephalogram measurement • driving behaviour measurement • face expression, body gesture and road scenario measurement • emotion and persionality Technology Type(s) electroencephalography (EEG) • driving simulator • visual observation method • self-reported scale

Published in Scientific Data

ISSN: 2052-4463 (Online)
Publisher: Nature Portfolio
Country of publisher: United Kingdom
LCC subjects: Science
Website: https://www.nature.com/sdata/

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