This paper proposes a method based on a Bayesian network model to study the intelligent tactical decision making of formation coordination. For the problem of formation coordinated attack target allocation, a coordinated attack target allocation model based on the dominance matrix is constructed, and a threat degree assessment model is constructed by calculating the minimum interception time. For the problem of real-time updating of the battlefield situation in the formation confrontation simulation, real-time communication between the UAV formation on the battlefield is realized, improving the efficiency of communication and target allocation between formations on the battlefield. For the problem of UAV autonomous air combat decision making, on the basis of the analysis of the advantage function calculation of the air combat decision-making model and a Bayesian network model analysis, the network model’s nodes and states are determined, and the air combat decision-making model is constructed based on the Bayesian network. Our formation adopts the Bayesian algorithm strategy to fight against the blue side’s UAVs, and the formation defeats the blue UAVs through coordinated attack, which proves the reasonableness of coordinated target allocation. An evaluation function is established, and the comprehensive scores of our formation are compared with those of other algorithms, which proves the accuracy and intelligibility of the decision making of the Bayesian network.


    Access

    Download


    Export, share and cite



    Title :

    Formation Cooperative Intelligent Tactical Decision Making Based on Bayesian Network Model


    Contributors:
    Junxiao Guo (author) / Jiandong Zhang (author) / Zihan Wang (author) / Xiaoliang Liu (author) / Shixi Zhou (author) / Guoqing Shi (author) / Zhuoyong Shi (author)


    Publication date :

    2024




    Type of media :

    Article (Journal)


    Type of material :

    Electronic Resource


    Language :

    Unknown




    Tactical Decision Making for Cooperative Vehicles Using Reachable Sets

    Manzinger, Stefanie / Althoff, Matthias | IEEE | 2018


    Tactical Decision Making

    McKinney, D. / Flight Safety Foundation / International Federation of Airworthiness et al. | British Library Conference Proceedings | 2000


    Bayesian-Based Decision-Making Strategy

    Wang, Yue / Hussein, Islam I. | Tema Archive | 2012


    TAC * II : an expert knowledge based system for tactical decision making

    Gescke, Mark J. / Bullock, Robert A. / Widmaier, Linda E. | TIBKAT | 1983


    ASW commander tactical decision simulation model

    Alexandridis, M.G. / Deckert, J.C. / Entin, E.E. et al. | Tema Archive | 1984