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.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    A Geodesic Flow Particle Filter For Nonthresholded Radar Tracking


    Beteiligte:


    Erscheinungsdatum :

    01.12.2018


    Format / Umfang :

    831559 byte




    Medientyp :

    Aufsatz (Zeitschrift)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    A Particle filter for mutistatic radar tracking

    Abdoul-Moaty, El-Sayed / Abdoul-Shahid, Tarek Reda / El-Din Sayed Hafez, Alaa et al. | IEEE | 2014


    A Particle Filter Radar Target Tracking Algorithm Based on Novel Particle Swarm Optimization

    Chen, Z. / Bo, Y. / Wu, P. et al. | British Library Online Contents | 2012


    Dynamic geodesic snakes for visual tracking

    Niethammer, M. / Tannenbaum, A. | IEEE | 2004


    Dynamic Geodesic Snakes for Visual Tracking

    Niethammer, M. / Tannenbaum, A. / IEEE Computer Society | British Library Conference Proceedings | 2004


    Human skeleton tracking from depth data using geodesic distances and optical flow

    Schwarz, L. A. / Mkhitaryan, A. / Mateus, D. et al. | British Library Online Contents | 2012