TY - JOUR
T1 - Exploring Critical Decision Schemes and Tactical Parameters in Typical Beyond Visual Range Air Comba
AU - Yang, Bingwei
AU - Mo, Li
AU - Lv, Maolong
AU - Wang, Jiang
AU - Chen, Can
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - The complexities inherent in beyond-visual-range (BVR) air combat research stem from various intertwined factors, including dynamic nonlinear interactions, evolving dynamics during confrontations, and significant delays in countermeasure outcomes. These complexities create challenges in managing system state variables and navigating a vast strategic solution space. Applying algorithms directly to address these challenges often worsens the complexities, leading to considerable deviations and convergence issues. This paper tackles these challenges by initially dissecting the core elements intrinsic to the confrontation process. It establishes a detailed BVR confrontation environment, scrutinizes the stage characteristics of typical confrontations, introduces a framework for BVR confrontation decision-making, and devises a rule-based state-switch decision method. Moreover, it extracts and analyzes key decision parameters, deliberating on the tactical significance of the chosen parameters. The proposed method offers robust interpretability and demonstrates strong decision-making capabilities through simulation results, showcasing its advantages in autonomous decision-making during confrontations.
AB - The complexities inherent in beyond-visual-range (BVR) air combat research stem from various intertwined factors, including dynamic nonlinear interactions, evolving dynamics during confrontations, and significant delays in countermeasure outcomes. These complexities create challenges in managing system state variables and navigating a vast strategic solution space. Applying algorithms directly to address these challenges often worsens the complexities, leading to considerable deviations and convergence issues. This paper tackles these challenges by initially dissecting the core elements intrinsic to the confrontation process. It establishes a detailed BVR confrontation environment, scrutinizes the stage characteristics of typical confrontations, introduces a framework for BVR confrontation decision-making, and devises a rule-based state-switch decision method. Moreover, it extracts and analyzes key decision parameters, deliberating on the tactical significance of the chosen parameters. The proposed method offers robust interpretability and demonstrates strong decision-making capabilities through simulation results, showcasing its advantages in autonomous decision-making during confrontations.
KW - BVR air combat
KW - air combat phase
KW - rule-based decision-making
KW - tactical parameter analysis
UR - http://www.scopus.com/inward/record.url?scp=85204010450&partnerID=8YFLogxK
U2 - 10.1109/TVT.2024.3458076
DO - 10.1109/TVT.2024.3458076
M3 - Article
AN - SCOPUS:85204010450
SN - 0018-9545
JO - IEEE Transactions on Vehicular Technology
JF - IEEE Transactions on Vehicular Technology
ER -