%0 Conference Proceedings
%T A Particle Filter for Multi-Target Tracking in Track Before Detectcontext
%+ Lab-STICC_ENSTAB_MOM_PIM
%+ Pôle STIC_REMS
%+ Ecole Nationale Polytechnique [Alger] (ENP)
%A Amrouche, Naima
%A Khenchaf, Ali
%A Berkania, Daoud.
%< avec comité de lecture
%B SPIE Remote sensing
%C Warsaw, Poland
%8 2016-09-11
%D 2016
%K Target tracking
%K Multi-target tracking
%K Particle filter
%K Track before detect
%K Nonlinear filtering.
%Z Engineering Sciences [physics]/Electromagnetism
%Z Engineering Sciences [physics]/Signal and Image processingConference papers
%X The track-before-detect (TBD) approach can be used to track a single target in a highly noisy radar scene. This is becauseit makes use of unthresholded observations and incorporates a binary target existence variable into its target stateestimation process when implemented as a particle filter (PF). This paper proposes the recursive PF-TBD approach todetect multiple targets in low-signal-to noise ratios (SNR). The algorithm’s successful performance is demonstratedusing a simulated two target example
%G English
%L hal-01406625
%U https://hal.science/hal-01406625
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