Xian-Min Liu

STLC-Net: A Short-Window Temporal Latent-Consistency Network for ADS-B Trajectory Anomaly Detection

Automatic Dependent Surveillance–Broadcast (ADS-B) is a key source of air traffic surveillance data, but its open broadcast mechanism and possible trajectory-data inconsistencies may reduce surveillance reliability. This study proposes a Short-window Temporal Latent-Consistency Network (STLC-Net) for window-level anoma...