adam optimization 1adaptive notch filter 1frequency tracking 1gnss interference mitigation 1narrowband jamming 1
From the 1 of 2 linked papers with an AI index.
2 papers
eess.SP2026
Improved Frequency Tracking with Adaptive Moments for Narrowband Interference Mitigation in GNSS
Burak Soner, Abdulkadir Uzun, Ekin Uzun
The paper introduces an Adam‑inspired adaptive‑moment frequency tracking algorithm for narrowband interference mitigation in GNSS receivers, offering a better trade‑off between tra…
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…