gnss interference 1gradient-boosted decision trees 1lightweight algorithms 1pre-correlation detection 1real-time classification 1
From the 1 of 2 linked papers with an AI index.
2 papers
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…
cs.IT2026
Low-Cost GNSS Anti-Jamming Through 2-Bit Phase Shift Beamforming with Machine Learning
Burak Soner, Ekin Uzun, Can Aksoy
We investigate low-cost GNSS anti-jamming using beamforming with inexpensive 2-bit phase shifters, constraining each complex array weight to one of four QPSK phase states (real/ima…