Jan Steckel

Predictive Modelling of Maritime Radar Data Using Transformer Architecture

Predicting vessel motion and environmental dynamics is essential for safe operation of autonomous maritime navigation systems. Transformer-based models have achieved strong results in AIS-trajectory forecasting and in anticipating future sonar observations, however, their use in maritime radar frame prediction has rece...