Author

Junhao Liu

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Open access 2026

Trajectory Prediction via Regime Partitioning and Adaptive Dual-Stream Fusion Network

This paper introduces the Trajectory Statistical-Moment Predictability Index (TSMPI) as a lightweight, model-agnostic diagnostic and routing signal rather than a predictive component, and derives a moment-based information-theoretic lower bound on the achievable altitude-prediction error.

Qing Cheng, Xiang Hua, Junhao Liu · IEEE Access · 0 citations