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Communication Dans Un Congrès Année : 2019

Particle Filter Track-Before-Detect for Target Detection and Tracking from Marine Radar Data

Ali Khenchaf
Fabrice Comblet
Marc Leouffre
  • Fonction : Auteur
Olivier Lacrouts
  • Fonction : Auteur

Résumé

Track-before-detect (TBD) algorithms make use of unthresholded measurements to perform target detection and tracking in scenarios where conventional approaches fail, as it is the case for low signal-to-noise ratio (SNR) conditions. In this paper, the track-before-detect algorithm using particle filters is applied for target detection and tracking and its performance using real-world radar data is assessed.
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Dates et versions

hal-02457676 , version 1 (28-01-2020)

Identifiants

Citer

Zaynab Guerraou, Ali Khenchaf, Fabrice Comblet, Marc Leouffre, Olivier Lacrouts. Particle Filter Track-Before-Detect for Target Detection and Tracking from Marine Radar Data. 2019 IEEE Conference on Antenna Measurements Applications (CAMA), Oct 2019, Kuta, Bali, Indonesia. pp.1-4, ⟨10.1109/CAMA47423.2019.8959750⟩. ⟨hal-02457676⟩
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