Vessels in open seas are seldom continuously observed. Thus, the problem of long-term vessel prediction becomes crucial. This paper focuses its attention on the performance assessment of the Ornstein-Uhlenbeck target motion model comparing it with the well-established nearly constant velocity model. A gating association procedure and proper performance metrics are introduced to assess the performance using automatic identification system and high-frequency surface wave radar data.

Model performance assessment for long-term vessel prediction using HFSW radar data

Vivone G.
;
Braca P.;
2017-01-01

Abstract

Vessels in open seas are seldom continuously observed. Thus, the problem of long-term vessel prediction becomes crucial. This paper focuses its attention on the performance assessment of the Ornstein-Uhlenbeck target motion model comparing it with the well-established nearly constant velocity model. A gating association procedure and proper performance metrics are introduced to assess the performance using automatic identification system and high-frequency surface wave radar data.
2017
978-1-4673-8823-8
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11386/4725414
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