Research on recommended methods for shooters in air defense systems based on behavior tree agents

Song Yang; Zhijie Huang; Tao Wang; Zhi Zhu; Xiaobo Li

doi:10.1117/12.3036495

21 July 2024 Research on recommended methods for shooters in air defense systems based on behavior tree agents

Song Yang, Zhijie Huang, Tao Wang, Zhi Zhu, Xiaobo Li

Proceedings Volume 13219, Fourth International Conference on Applied Mathematics, Modelling, and Intelligent Computing (CAMMIC 2024); 132192E (2024) https://doi.org/10.1117/12.3036495
Event: 4th International Conference on Applied Mathematics, Modelling and Intelligent Computing (CAMMIC 2024), 2024, Kaifeng, China

Abstract

In the process of implementing multi-target interception by the air defense system of systems (SoS), the deployment position, interception range, and weapon speed of each fire unit in the air defense SoS vary due to the different characteristics of the various incoming air targets, the direction of attack, and the interception value, among other factors. Facing many different incoming targets, recommending the most suitable air defense unit to intercept in the Air Defense System of Systems (SoS) is a typical decision problem. This paper presents a novel model for utilizing interception suitability to support situation-driven shooter recommendations in air defense systems. To account for typical situational factors such as target threats, shooter deployment, and remaining firepower, the interception suitability computational model is designed to incorporate each of these variables. This model determines the level of suitability of an interception solution for a given context. To operationalize this concept, a behavior tree was developed to outline the decision-making process for recommending shooter intercept strategies based on the level of interception suitability presented by a given scenario. The model was then tested through simulation experiments conducted by a behavior-tree agent in typical task scenarios, showcasing its effectiveness in enhancing the overall interception efficiency of air defense systems.

(2024) Published by SPIE. Downloading of the abstract is permitted for personal use only.

Citation Download Citation

Song Yang, Zhijie Huang, Tao Wang, Zhi Zhu, and Xiaobo Li "Research on recommended methods for shooters in air defense systems based on behavior tree agents", Proc. SPIE 13219, Fourth International Conference on Applied Mathematics, Modelling, and Intelligent Computing (CAMMIC 2024), 132192E (21 July 2024); https://doi.org/10.1117/12.3036495

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KEYWORDS

Defense systems

Defense and security

Weapons

Target detection

Systems modeling

Modeling

Decision making

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