Due to the coupled effects of the morphing variable and the angle of attack on aerodynamic characteristics, the design of the morphing decision and entry guidance for morphing hypersonic vehicles would exhibit a confrontation without the coordination framework. The existing coordinated design methods still suffer from limited morphing functionality and inadequate consideration of constraints. To address these limitations, this paper presents a novel coordinated design method of morphing decision and entry guidance for morphing hypersonic glide vehicles, employing reinforcement learning in the morphing decision to enhance online autonomous decision-making capability. Firstly, the coordination framework of morphing decision and entry guidance with a bank-angle-reversal event-triggered strategy is established considering multiple flight constraints. Under the proposed coordination framework, the analytic commands of the angle of attack and bank angle are designed by introducing real-time state feedback, achieving rapid command generation without the need for terminal state prediction. Furthermore, a reinforcement-learning-based morphing strategy is developed considering various action intentions in the entry phase, matching the flight maneuverability with its intended actions. Theoretical analysis and numerical simulations show that the proposed method can prevent the confrontation between the morphing decision and entry guidance. Compared with the fixed-shape hypersonic glide vehicle, the morphing vehicle with the proposed method improves its success rate of no-fly zone avoidance and enhances the terminal position accuracy without significantly increasing the number of bank angle reversals.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Coordinated Design of Intelligent Morphing Decision and Entry Guidance for Morphing Hypersonic Glide Vehicles


    Beteiligte:
    Zhang, Baochao (Autor:in) / Guo, Jie (Autor:in) / Wang, Haoning (Autor:in) / Kang, Zhenliang (Autor:in) / Tang, Shengjing (Autor:in)

    Erschienen in:

    Erscheinungsdatum :

    01.11.2025




    Medientyp :

    Aufsatz (Zeitschrift)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch




    Intelligent Morphing Decision of Hypersonic Aircraft Based on Neural Network

    Linfei, Hou / Honglin, Liu / Ting, Yang et al. | Springer Verlag | 2024


    A novel evasion guidance for hypersonic morphing vehicle via intelligent maneuver strategy

    LI, Xun / WANG, Xiaogang / ZHOU, Hongyu et al. | Elsevier | 2024

    Freier Zugriff

    Hypersonic Vehicle Morphing Decision Founded on Neural Network

    Hou, Linfei / Liu, Hao / Jin, Huanying et al. | Springer Verlag | 2025


    Morphing Hypersonic Inflatable Aerodynamic Decelerator

    Green, J.S. / Dunn, B. / Lindberg, R. et al. | British Library Conference Proceedings | 2013