TempTPI: Informer-Based trajectory prediction for maritime vessels
Experimental results demonstrate that TempTPI consistently outperforms existing methods across prediction windows of 1 to 5 hours, and achieves a 55% improvement in Mean Squared Error (MSE) at a 5-hour horizon, offering a robust solution for long-range maritime situational awareness.
Kevin Ferneding, Veronika Lietavcova, Aleksandra M. Blachowiak et al.
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