Manual, SAE L2 and SAE L3 driving on a test track: EEG, ERP, and self-report data

This dataset contains empirical data collected in a study conducted in a prototype automated vehicle on a test track. Drivers experienced manual driving, SAE L2 and SAE L3 driving. Continuously, they were presented with a passive auditory oddball task employing two types of beep tones and novel environmental sounds. Their electroencephalography (EEG) was recorded using a 32-channel cap with active electrodes and digitalised with a 1000 Hz sampling frequency. Moreover, we administered the NASA-TLX and the Karolinska Sleepiness Scale after each experimental condition. Thirty participants joined the experiment.本数据集包含于测试赛道的原型自动驾驶车辆内开展的一项研究中采集的实证数据。受试者依次完成手动驾驶、SAE L2级及SAE L3级自动驾驶的驾驶体验。实验期间，持续向受试者呈现采用两种蜂鸣音调与新颖环境声音的被动听觉Oddball任务。研究采用搭载有源电极的32通道帽式电极采集受试者的脑电图（electroencephalography, EEG）信号，并以1000 Hz的采样频率完成数字化处理。此外，受试者在每一项实验条件结束后，均需完成NASA任务负荷指数量表（NASA-TLX）与卡罗林斯卡嗜睡量表的施测。本实验共招募30名受试者参与。