Target Threat Assessment Based on Dynamic Bayesian Network
Abstract
Conventional threat assessment model based on Bayesian Network is a reasoning process in static environment, which is difficult to deal with a large number of broken air combat data in a complex dynamic battlefield environment. Motivated by this fact, a Dynamic Bayesian Network-based threat assessment model is established, and a theoretical method based on Expectation Maximization to deal with missing data is proposed. Finally, simulations are presented to verify the effectiveness of the proposed structure.
- Publication:
-
Journal of Physics Conference Series
- Pub Date:
- August 2019
- DOI:
- 10.1088/1742-6596/1302/4/042023
- Bibcode:
- 2019JPhCS1302d2023W