Convective weather and its inherent uncertainty constitute one of the major challenges in the air traffic management (ATM) system, entailing both safety hazards and economic losses. In the present work, we propose a stochastic algorithm for trajectory planning that ensures feasibility and safety of the path between two points while avoiding unsafe stormy regions. The uncertain zone to be flown is described by an ensemble of equally likely forecasts. We design a scenario-based optimal rapidly exploring random tree (SB-RRT*), and we able to dynamically allocate risk during its expansion so that a safety margin is not violated. The solution is a safe continuous trajectory that minimizes the distance covered. We present preliminary results assuming weather to be the only source of uncertainty. We consider an aircraft point-mass model at constant altitude and airspeed with manoeuvres being limited by a minimum turning radius.


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    Titel :

    RRT*-Based Algorithm for Trajectory Planning Considering Probabilistic Weather Forecasts


    Weitere Titelangaben:

    Lect. Notes Electrical Eng.


    Beteiligte:

    Kongress:

    ENRI International Workshop on ATM/CNS ; 2019 ; Nakano, Japan October 29, 2019 - October 31, 2019



    Erscheinungsdatum :

    24.03.2021


    Format / Umfang :

    14 pages





    Medientyp :

    Aufsatz/Kapitel (Buch)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch




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