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 |
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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. |
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ISSN: | 0364-9059 1558-1691 |
DOI: | 10.1109/JOE.2021.3081174 |