Joint integrated probabilistic data association (JIPDA) is effective in automatic multitarget tracking in an environment of false and missing measurements. However, JIPDA suffers from coalescence of closely spaced tracks. This paper develops a coalescence-avoiding version of JIPDA, which is named JIPDA. To accomplish this, the descriptor system approach is used that has previously been used for the development of JPDA, i.e., a coalescence-avoiding JPDA version. The effectiveness of JIPDA is demonstrated through simulations.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    JIPDA: Automatic target tracking avoiding track coalescence


    Beteiligte:
    Blom, Henk A. P. (Autor:in) / Bloem, Edwin A. (Autor:in) / Musicki, Darko (Autor:in)


    Erscheinungsdatum :

    01.04.2015


    Format / Umfang :

    689744 byte




    Medientyp :

    Aufsatz (Zeitschrift)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    Joint Integrated Probabilistic Data Association - JIPDA

    Musicki, D. / Evans, R. / International Society of Information Fusion et al. | British Library Conference Proceedings | 2002



    Joint probabilistic data association methods avoiding track coalescence

    Bloem, E.A. / Blom, H.A.P. / Nationaal Lucht- en Ruimtevaartlaboratorium | TIBKAT | 1995


    Joint integrated probabilistic data association: JIPDA

    Musicki, D. / Evans, R. | IEEE | 2004

    Freier Zugriff

    Integrated Bayesian Clutter Estimation with JIPDA/MHT Trackers

    Chen, Xin / Tharmarasa, R. / Pelletier, Michel et al. | IEEE | 2013