With the recent advent of moderate-cost unmanned (or uninhabited) aerial vehicles (UAV) and their success in surveillance, it is natural to consider the cooperative management of groups of UAVs. The problem considered in this paper is the optimization of the information obtained by a group of UAVs carrying out surveillance of several ground targets distributed over a large area. The UAVs are assumed to be equipped with ground moving target indicator (GMTI) radars, which measure the locations of moving ground targets as well as their radial velocities (Doppler). In this paper, a cooperative control algorithm is proposed, according to which each UAV decides its path independently based on an information theoretic criterion function. The criterion function also incorporates target detection probability and survival probability for sensors corresponding to hostile fire by targets as well as collision with other UAVs. The control algorithm requires limited communication and modest computation.


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    Titel :

    Autonomous ground target tracking by multiple cooperative UAVs


    Beteiligte:
    Sinha, A. (Autor:in) / Kirubarajan, T. (Autor:in) / Bar-Shalom, Y. (Autor:in)

    Erschienen in:

    Erscheinungsdatum :

    2005


    Format / Umfang :

    9 Seiten, 13 Quellen



    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Print


    Sprache :

    Englisch




    Autonomous Ground Target Tracking by Multiple Cooperative UAVs

    Sinha, A. / Kirubarajan, T. / Bar-Shalom, Y. et al. | British Library Conference Proceedings | 2005


    Autonomous Ground Target Tracking by Multiple Cooperative UAVs

    Sinha, A. / Kirubarajan, T. / Bar-Shalom, Y. | IEEE | 2005



    Optimal cooperative placement of GMTI UAVs for ground target tracking

    Sinha, A. / Kirubarajan, T. / Bar-Shalomb, Y. | IEEE | 2004


    6.0204 Optimal Cooperative Placement of GMTI UAVs for Ground Target Tracking

    IEEE | British Library Conference Proceedings | 2004