Multitarget Tracking With Multiple Models and Visibility: Derivation and Verification on Maritime Radar Data

In this article, we demonstrate how a variation of the joint integrated probabilistic data association with interacting multiple models and a visibility state can be derived as a special case of the Poisson multi-Bernoulli mixture filter with a hybrid state representation and standard approximations...

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Veröffentlicht in:IEEE journal of oceanic engineering 2021-10, Vol.46 (4), p.1272-1287
Hauptverfasser: Brekke, Edmund Forland, Hem, Audun Gullikstad, Tokle, Lars-Christian Ness
Format: Artikel
Sprache:eng
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Zusammenfassung:In this article, we demonstrate how a variation of the joint integrated probabilistic data association with interacting multiple models and a visibility state can be derived as a special case of the Poisson multi-Bernoulli mixture filter with a hybrid state representation and standard approximations. The proposed method is tested on two radar data sets that were recorded during maritime collision-avoidance experiments.
ISSN:0364-9059
1558-1691
DOI:10.1109/JOE.2021.3081174