The objective of ONR's Composite Combat Identification (CCID) Reasoning Algorithm Program is to develop a common ID reasoning algorithm to provide high-quality, consistent and timely ID recommendations through fusion of all ID attribute information available in the theater. In this paper, we present an overview of the work in developing such a reasoning algorithm based on Dempster-Shafer (D-S) evidential reasoning theory. Our algorithm has been tested using simulated composite track data with attribute information under a variety of stressful scenarios, and has been shown to be very robust and of high performance in terms of ID accuracy. We present the design and implementation of the algorithm, especially the D-S reasoning using the valuation-based system (VBS) framework, and summarize our algorithm performance evaluation and findings.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    An evidential reasoning approach to composite combat identification (CCID)


    Beteiligte:
    Yang Chen, (Autor:in) / Blyth, B. (Autor:in)


    Erscheinungsdatum :

    2004-01-01


    Format / Umfang :

    789819 byte





    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch




    An evidential reasoning approach to maneuvering target tracking

    Yoon, Janghyun / Park, Yong / Whang, Ick et al. | AIAA | 1997


    Experiments in Evidential Locative Reasoning

    Wesley, L. / IEEE / Industrial Electronics Society | British Library Conference Proceedings | 1995


    An Evidential Reasoning Rule Considering Parameter Uncertainty

    Wang, Jie / Zhou, Zhi-Jie / Hu, Chang-Hua et al. | IEEE | 2022


    Unmanned Systems Health Analysis through Evidential Reasoning Networks

    Dunham, Joel / Johnson, Eric / Feron, Eric et al. | IEEE | 2020