罗马疲劳驾驶脑电信号数据集

数据的实验对象是13名年龄（26.8±3.2岁）和驾驶专长（所有参与者每天定期开车，他们通常驾驶手动档的汽车，与模拟驾驶时提出的档位类型相同）这两个条件的一致的健康被试。所有的被试都被要求在测量前一天避免饮酒，在实验前5小时避免摄入咖啡因。本数据集包含健康被试在进行疲劳驾驶任务前的无任何速度要求的“热身”（WUP）与最高速度重复两圈的“性能”（PERFO）两个阶段的数据，这两个阶段没有疲劳驾驶任务，主要用于被试熟悉采集设备和采集被试的空闲状态数据。本数据集的采集设备为Brain Products GmbH（德国），经过预处理后保存为mat格式的文件。文件中data保存的即为采集的61通道脑电数据。的空闲状态脑电数据，大小约525MB。This dataset includes 13 healthy participants as experimental subjects, with consistent age (26.8±3.2 years) and driving expertise: all participants drive regularly on a daily basis, typically operate manual transmission vehicles, which matches the gear type used in the simulated driving task. All participants were required to avoid alcohol consumption the day before the measurement and refrain from caffeine intake 5 hours prior to the experiment. This dataset contains idle-state electroencephalogram (EEG) data collected from the participants during two non-fatigue driving stages: the 'Warm-up (WUP)' stage with no speed requirements, and the 'Performance (PERFO)' stage where participants completed two laps at maximum speed. Neither of these two stages involved fatigue driving tasks; they were primarily designed to enable participants to familiarize themselves with the acquisition equipment and collect baseline idle-state data. The data was acquired using Brain Products GmbH (Germany) equipment, and the preprocessed datasets are saved in MATLAB (.mat) format. The 'data' field in each file stores the collected 61-channel EEG data. The total size of this dataset is approximately 525 MB.

搜集汇总

背景与挑战

背景概述

该数据集收集了13名健康被试在疲劳驾驶任务前的脑电信号数据，包含热身和性能两个阶段，用于记录空闲状态。数据采用61通道脑电设备采集，保存为mat格式，总大小约525MB。