Abstract This paper seeks to provide a probabilistic control framework, named Probabilistic Multiple-Horizon Multiple-Model Predictive Control, for the soft and precise landing on an asteroid. The modified version of the Predictive Path Planning method is also introduced to generate a safe and smooth reference trajectory for landing. The Probabilistic Multiple-Horizon Multiple-Model Predictive Control is carried out in two phases; the offline phase to calculate the difference between models, and the online phase to use a probabilistic approach to track the reference trajectory. The difference of the dynamical models is utilized in the online control method to compensate the accuracy of the approximate models in the Multiple-Horizon Multiple-Model Predictive Control method. Furthermore, the presented control framework has the model-updating characteristic that helps to modify the prediction according to past information. The numerical simulation results demonstrate the effectiveness of the proposed guidance and control approach in the reduction of the fuel consumption as well as the landing error in the presence of different sources of uncertainties and disturbances.

    Highlights A heuristic path planning is developed to design a smooth and safe trajectory. The guidance law guarantees the safety, accuracy, and vertical landing condition. A robust model predictive control is designed to reduce the uncertainties' effects. The control method benefits from low computational time, efficiency, and accuracy.


    Access

    Check access

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    Asteroid precision landing via Probabilistic Multiple-Horizon Multiple-Model Predictive Control


    Contributors:

    Published in:

    Acta Astronautica ; 161 ; 531-541


    Publication date :

    2019-04-03


    Size :

    11 pages




    Type of media :

    Article (Journal)


    Type of material :

    Electronic Resource


    Language :

    English






    Finite-time asteroid hovering via multiple-overlapping-horizon multiple-model predictive control

    Alandihallaj, M. Amin / Assadian, Nima / Varatharajoo, Renuganth | Elsevier | 2022



    Asteroid Precision Landing via Multiple Sliding Surfaces Guidance Techniques

    Furfaro, Roberto / Cersosimo, Dario / Wibben, Daniel R. | AIAA | 2013