Blar i forfatter Doktorgradsavhandlinger (NT-fak) "Murray, Brian"
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Machine Learning for Enhanced Maritime Situation Awareness: Leveraging Historical AIS Data for Ship Trajectory Prediction
Murray, Brian (Doctoral thesis; Doktorgradsavhandling, 2021-05-03)In this thesis, methods to support high level situation awareness in ship navigators through appropriate automation are investigated. Situation awareness relates to the perception of the environment (level 1), comprehension of the situation (level 2), and projection of future dynamics (level 3). Ship navigators likely conduct mental simulations of future ship traffic (level 3 projections), that ...