43 citations · 117 across the 48 of their papers we have counts for
11 papers · 1 filter
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 for Channel Estimation in Conventional and RIS-Assisted Massive MIMO
Ahmet M. Elbir, Sinem Coleri
Machine learning (ML) has attracted a great research interest for physical layer design problems, such as channel estimation, thanks to its low complexity and robustness. Channel e…
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…
Federated Learning for Hybrid Beamforming in mm-Wave Massive MIMO
Ahmet M. Elbir, Sinem Coleri
Machine learning for hybrid beamforming has been extensively studied by using centralized machine learning (CML) techniques, which require the training of a global model with a lar…
Minimum Length Scheduling for Discrete-Rate Full-Duplex Wireless Powered Communication Networks
Muhammad Shahid Iqbal, Yalcin Sadi, Sinem Coleri
In this paper, we consider a wireless powered communication network where multiple users with RF energy harvesting capabilities communicate to a hybrid energy and information acces…