Hankel matrix rank as indicator of ghost in bearing-only tracking

Korkut Bekiroglu; Mustafa Ayazoglu; Constantino Lagoa; Mario Sznaier

doi:10.1109/TAES.2018.2828218

Hankel matrix rank as indicator of ghost in bearing-only tracking

Korkut Bekiroglu, Mustafa Ayazoglu, Constantino Lagoa, Mario Sznaier

Electrical Engineering

Research output: Contribution to journal › Article › peer-review

4 Scopus citations

Abstract

Usually, bearing angle measurements are employed in triangulation methods to display the position of targets. However, in multiradar and multitarget scenarios, triangulation approaches bring out ghosts that operate like real targets. This paper proposes a target/ghost classifier that relies on the fact that the trajectory of a ghost is actually a function of trajectories of at least two targets and therefore, the complexity of a ghost trajectory is 'greater' than the complexity of targets' trajectories.

Original language	English (US)
Article number	8340803
Pages (from-to)	2713-2723
Number of pages	11
Journal	IEEE Transactions on Aerospace and Electronic Systems
Volume	54
Issue number	6
DOIs	https://doi.org/10.1109/TAES.2018.2828218
State	Published - Dec 2018

All Science Journal Classification (ASJC) codes

Aerospace Engineering
Electrical and Electronic Engineering

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10.1109/TAES.2018.2828218

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abstract = "Usually, bearing angle measurements are employed in triangulation methods to display the position of targets. However, in multiradar and multitarget scenarios, triangulation approaches bring out ghosts that operate like real targets. This paper proposes a target/ghost classifier that relies on the fact that the trajectory of a ghost is actually a function of trajectories of at least two targets and therefore, the complexity of a ghost trajectory is 'greater' than the complexity of targets' trajectories.",

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AU - Lagoa, Constantino

AU - Sznaier, Mario

PY - 2018/12

Y1 - 2018/12

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AB - Usually, bearing angle measurements are employed in triangulation methods to display the position of targets. However, in multiradar and multitarget scenarios, triangulation approaches bring out ghosts that operate like real targets. This paper proposes a target/ghost classifier that relies on the fact that the trajectory of a ghost is actually a function of trajectories of at least two targets and therefore, the complexity of a ghost trajectory is 'greater' than the complexity of targets' trajectories.

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Hankel matrix rank as indicator of ghost in bearing-only tracking

Abstract

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