Centralized/distributed recursive algorithms for temporal-spatial information integration using the Dempster-Shafer technique are developed. Compared with the Bayesian approach, the Dempster-Shafer technique has the strong capability of handling information uncertainties, which are particularly desirable in many applications. In the centralized integration algorithm, all information is pooled into the central processor and integrated. In contrast, the distributed integration algorithm shares the computational burden among the local processors, which increases the computational efficiency. The developed algorithms are effectively applied to a target identification problem with three sensors: identification of friend-foe-neutral (IFFN), electronic support measurement (ESM), and infrared search and track (IRST).<>


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Recursive temporal-spatial information fusion with applications to target identification


    Beteiligte:
    Hong, L. (Autor:in) / Lynch, A. (Autor:in)


    Erscheinungsdatum :

    01.04.1993


    Format / Umfang :

    837488 byte




    Medientyp :

    Aufsatz (Zeitschrift)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch




    Ground target identification fusion system

    Jae Woo Joo, / Jeung Won Choi, / Dong Lae Cho, | IEEE | 2002


    Spatial-temporal Vehicle Re-identification

    Kim, Hye-Geun / Na, YouKyoung / Joe, Hae-Won et al. | ArXiv | 2023

    Freier Zugriff

    Temporal-Spatial Information Based Approach to Direct Closed-loop Identification

    Sun, Lianming / Sano, Akira | British Library Online Contents | 2017


    Spatial and temporal information fusion method and system based on data preprocessing

    YAN JUN / XIANG YANPING | Europäisches Patentamt | 2024

    Freier Zugriff