%0 Conference Proceedings %T Particle Filter Track-Before-Detect for Target Detection and Tracking from Marine Radar Data %+ Lab-STICC_ENSTAB_MOM_PIM %+ DIADES %A Guerraou, Zaynab %A Khenchaf, Ali %A Comblet, Fabrice %A Leouffre, Marc %A Lacrouts, Olivier %< avec comité de lecture %B 2019 IEEE Conference on Antenna Measurements Applications (CAMA) %C Kuta, Bali, Indonesia %P 1-4 %8 2019-10-23 %D 2019 %R 10.1109/CAMA47423.2019.8959750 %K Marine radar data %K Particle filters %K Radar detection and tracking %K Track before detect %Z Engineering Sciences [physics]/Signal and Image processingConference papers %X 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. %G English %L hal-02457676 %U https://hal.science/hal-02457676 %~ UNIV-BREST %~ INSTITUT-TELECOM %~ ENSTA-BRETAGNE %~ CNRS %~ UNIV-UBS %~ ENSTA-BRETAGNE-STIC %~ ENIB %~ LAB-STICC %~ INSTITUTS-TELECOM