Accéder directement au contenu Accéder directement à la navigation
Communication dans un congrès

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

Zaynab Guerraou 1 Ali Khenchaf 1 Fabrice Comblet 1 Marc Leouffre 2 Olivier Lacrouts 2
1 Lab-STICC_ENSTAB_MOM_PIM
Lab-STICC - Laboratoire des sciences et techniques de l'information, de la communication et de la connaissance
Abstract : 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.
Type de document :
Communication dans un congrès
Liste complète des métadonnées

https://hal.archives-ouvertes.fr/hal-02457676
Contributeur : Marie Briec <>
Soumis le : mardi 28 janvier 2020 - 11:39:48
Dernière modification le : mercredi 24 juin 2020 - 16:19:56

Identifiants

Citation

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⟩

Partager

Métriques

Consultations de la notice

71