Air Combat Situation Assessment by Gray Fuzzy Bayesian Network
Automatic and accurate situation assessment is essential for aircraft to conduct and maintain operations autonomously and effectively. There are many uncertainties during the process of air combat situation assessment which have a significant influence on operational decision making. For the uncertainty of advanced aircraft in air combat Situation assessment, with the uncertainty knowledge representation of gray fuzzy theory and uncertainty reasoning of Bayesian network, the fuzzy information can change into the probability of domain knowledge through fuzzy probability conversion formula, A gray fuzzy Bayesian network model for situation assessment of air combat is established, the simulation results shows that the model is reasonable and feasible.
Y. B. Xuan et al., "Air Combat Situation Assessment by Gray Fuzzy Bayesian Network", Applied Mechanics and Materials, Vol. 69, pp. 114-119, 2011