Air combat target maneuver trajectory prediction based on robust regularized Volterra series and adaptive ensemble online transfer learning

Air combat target maneuver trajectory prediction based on robust regularized Volterra series and adaptive ensemble online transfer learning

Target maneuver trajectory prediction is an important prerequisite for air combat situation awareness and maneuver decision-making. However, how to use a large amount of trajectory data generated by air combat confrontation training to achieve real-time and accurate prediction of target maneuver tra...

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Bibliographic Details
Main Authors: Xi Zhi-fei, Kou Ying-xin, Li Zhan-wu, Lv Yue, Xu An, Li You, Li Shuang-qing
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2023-02-01
Series:Defence Technology
Subjects:
Maneuver trajectory prediction
Volterra series
Transfer learning
Online learning
Ensemble learning
Robust regularization
Online Access:http://www.sciencedirect.com/science/article/pii/S2214914722001349

Internet

http://www.sciencedirect.com/science/article/pii/S2214914722001349

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