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Robust State Estimation for Maneuvering UAVs: A Set Transformer-Based Adaptive UKF Approach

Reliable state estimation is critical for Uncrewed Aerial Vehicles (UAVs) navigating complex urban environments. However, traditional filters and recent recurrent neural network (RNN) based estimators often fail or exhibit severe lag during aggressive maneuvers due to rigid process noise covariance...

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Bibliografische Detailangaben
Hauptverfasser: Junjie Zhou, Xi Zhao, Junhao Liu, Xinyu Xu, Aoxuan Yang, Fan Pu
Format: Artigo
Sprache:Inglês
Veröffentlicht: IEEE 2026-01-01
Schriftenreihe:IEEE Access
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Online-Zugang:https://ieeexplore.ieee.org/document/11559604/
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