Open access
Jul 2026
Explainable Recognition of Complex Flight Maneuvers via Retrieval-Augmented Large Language Models
TableManeuver is proposed, an explainable LLM-based FMR method that reformulates multivariate flight parameter time series as table-understanding inputs and combines recognition accuracy, cross-aircraft robustness, and readable step-by-step reasoning evidence, offering a practical route for applying LLMs to aviation ti...
Liqiang Ren, Haipeng Wang, Xinlong Pan et al.
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