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Communication Dans Un Congrès Année : 2016

A Particle Filter for Multi-Target Tracking in Track Before Detectcontext

Résumé

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
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Dates et versions

hal-01406625 , version 1 (01-12-2016)

Identifiants

  • HAL Id : hal-01406625 , version 1

Citer

Naima Amrouche, Ali Khenchaf, Daoud. Berkania. A Particle Filter for Multi-Target Tracking in Track Before Detectcontext. SPIE Remote sensing, Sep 2016, Warsaw, Poland. ⟨hal-01406625⟩
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