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Data Description
EEG
Raw electroencephalography (EEG) data collected during VR driving tasks.EEG_merged_clean
Preprocessed EEG datasets with artifacts removed and event markers aligned. This folder also includes MATLAB scripts used to compute and plot event-related potentials (ERP).camera_images
Example camera data captured in the CARLA simulator, including RGB, depth, and semantic images.eye_tracking_driving_data
Vehicle control signals recorded during driving, such as throttle and brake inputs.eye_tracking_replay_files
CARLA replay files that allow reconstruction of driving scenes, gaze locations, and synchronized camera images.
Usage
Plotting ERP Waveforms
To plot ERP waveforms from the preprocessed EEG data:
- Navigate to the
EEG_merged_cleandirectory. - Open MATLAB and ensure EEGLAB is installed and added to the MATLAB path.
- Run the following script:
EEG_VR_drving_erp_clean.m
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