5 citations · 6 across the 10 of their papers we have counts for
11 papers
Real-time Pre-Correlation GNSS Interference Classification with Lightweight Learned Algorithms
Burak Soner, Can Aksoy, Erkin Halaçlı
Radio-frequency interference (RFI) remains a significant threat to GNSS in safety-critical applications. Since no single mitigation method is effective for all interferers, reliabl…
Improved Frequency Tracking with Adaptive Moments for Narrowband Interference Mitigation in GNSS
Burak Soner, Abdulkadir Uzun, Ekin Uzun
Personal privacy devices (PPDs) typically emit strong tones or swept narrowband signals to jam nearby GNSS receivers and deliberately cause loss of lock. Excision methods deployed…
A Lightweight Method for Multiple Signal Direction Estimation with Adaptive Notch Filters
Burak Soner
For multi-signal detection and direction-of-arrival (DoA) estimation, conventional Capon beamforming degrades when there are more transmitters than receive antennas minus one. This…
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…
Scalable Wi-Fi RSS-Based Indoor Localization via Automatic Vision-Assisted Calibration
Abdulkadir Bilge, Erdem Ergen, Burak Soner +1
Wi-Fi-based positioning promises a scalable and privacy-preserving solution for location-based services in indoor environments such as malls, airports, and campuses. RSS-based meth…
Statistical Analysis of Geometric Algorithms in Vehicular Visible Light Positioning
Burak Soner, Sinem Coleri
Vehicular visible light positioning (VLP) methods find relative locations of vehicles by estimating the positions of intensity-modulated head/tail lights of one vehicle (target) wi…
Vehicular Visible Light Positioning for Collision Avoidance and Platooning: A Survey
Burak Soner, Merve Karakas, Utku Noyan +2
Relative vehicle positioning methods can contribute to safer and more efficient autonomous driving by enabling collision avoidance and platooning applications. For full automation,…
Visible Light Communication based Vehicle Localization for Collision Avoidance and Platooning
Burak Soner, Sinem Coleri
Collision avoidance and platooning applications require vehicle localization at cm-level accuracy and at least 50 Hz rate for full autonomy. The RADAR/LIDAR and camera based method…
Federated Learning in Vehicular Networks
Ahmet M. Elbir, Burak Soner, Sinem Coleri +2
Machine learning (ML) has recently been adopted in vehicular networks for applications such as autonomous driving, road safety prediction and vehicular object detection, due to its…
Realizing a Low-Power Head-Mounted Phase-Only Holographic Display by Light-Weight Compression
Burak Soner, Erdem Ulusoy, A. Murat Tekalp +1
Head-mounted holographic displays (HMHD) are projected to be the first commercial realization of holographic video display systems. HMHDs use liquid crystal on silicon (LCoS) spati…
Empirical Feasibility Analysis for Energy Harvesting Intra-Vehicular Wireless Sensor Networks
Mertkan Koca, Gokhan Gurbilek, Burak Soner +1
Vehicle electronic systems currently utilize wired networks for power delivery (from the main battery) and communication (e.g., LIN, CAN, FlexRay) between nodes. Wired networks can…