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A Geodesic Flow Particle Filter For Nonthresholded Radar Tracking | IEEE Journals & Magazine | IEEE Xplore

A Geodesic Flow Particle Filter For Nonthresholded Radar Tracking


Abstract:

Homotopy methods are an emerging approach to particle filtering that avoid numerical deficiencies of standard particle methods using a particle flow. This correspondence ...Show More

Abstract:

Homotopy methods are an emerging approach to particle filtering that avoid numerical deficiencies of standard particle methods using a particle flow. This correspondence develops a new filter with nonthresholded measurements (i.e., a track-before-detect log-homotopy particle filter). We show the performance by simulating a rotating pulsed radar forming nonthresholded Range/Doppler maps.
Published in: IEEE Transactions on Aerospace and Electronic Systems ( Volume: 54, Issue: 6, December 2018)
Page(s): 3169 - 3175
Date of Publication: 07 June 2018

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