Physiological records-based situation awareness evaluation under aviation context: A comparative analysis.

ABSTRACT: Situational Awareness (SA) assessment is of paramount importance in various domains, with particular significance in the military for safe aviation decision-making. It involves encompassing perception, comprehension, and projection levels in human beings. Accurate evaluation of SA statuses across these three levels is crucial for mitigating human false-positive and false-negative rates in monitoring complex scenarios in the aviation context. This study proposes a comprehensive comparative analysis by involving two types of physiological records: electroencephalogram (EEG) signals and brain electrical activity mapping (BEAM) images. These two modalities are leveraged to automate precise SA evaluation using both conventional machine learning and advanced deep learning techniques. Benchmarkin

SUBMITTER: Chen J 

PROVIDER: S-EPMC10907521 | biostudies-literature | 2024 Mar

REPOSITORIES: biostudies-literature