It's difficult to interpret much of the battlefield information collected by various and different types of sensors promptly and correctly. Therefore, multisensor data fusion has become increasingly important in order to integrate individual sensor data and obtain a picture of the battlefield. In this paper GTIFS (Ground Target Identification Fusion System), a near real-time demonstrator of a multisensory system, is designed and implemented. GTIFS correlates and fuses position/identity information from MTI, ELINT and SAR simulators. GTIFS has three positional fusion techniques such as NN (nearest neighbor) tracker, PDA (probabilistic data association) tracker and GNN (geographic NN) tracker and three identity fusion techniques such as Bayesian, Dempster-Shafer and weighted voting. This system also has performance evaluation capabilities. The evaluation result is satisfied.


    Access

    Check access

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    Ground target identification fusion system


    Contributors:


    Publication date :

    2002-01-01


    Size :

    510901 byte




    Type of media :

    Conference paper


    Type of material :

    Electronic Resource


    Language :

    English



    P6 Ground Target Identification Fusion System

    Choi, J. W. / Cho, D. L. / Joo, J. W. et al. | British Library Conference Proceedings | 2002


    Data fusion for ground moving target tracking

    Koller, J. / Ulmke, M. | British Library Conference Proceedings | 2007


    Data fusion for ground moving target tracking

    Koller, Jost | Online Contents | 2007


    Multi-sensor fusion air-ground identification method

    MING XING / LI BO / ZHANG XIAOJIE | European Patent Office | 2025

    Free access