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gnss interference 1gradient-boosted decision trees 1lightweight algorithms 1pre-correlation detection 1real-time classification 1

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eess.SP2026

Real-time Pre-Correlation GNSS Interference Classification with Lightweight Learned Algorithms

Burak Soner, Can Aksoy, Erkin Halaçlı

The paper proposes lightweight, data‑driven algorithms for real‑time classification of GNSS radio‑frequency interference before signal correlation, using compact features from an a…