43 citations · 117 across the 48 of their papers we have counts for
6 papers · 1 filter
Measurement Based Non-Line-Of-Sight Vehicular Visible Light Communication Channel Characterization
Bugra Turan, Omer Narmanlioglu, Osman Nuri Koc +3
Vehicular visible light communication (V-VLC) aims to provide secure complementary vehicle to everything communications (V2X) to increase road safety and traffic efficiency. V-VLC…
Vehicular Visible Light Communications Noise Analysis and Autoencoder Based Denoising
Bugra Turan, O. Nuri Koc, Emrah Kar +1
Vehicular visible light communications (V-VLC) is a promising intelligent transportation systems (ITS) technology for vehicle-to-vehicle (V2V) and vehicle-to-infrastructure (V2I) c…
A Hybrid Architecture for Federated and Centralized Learning
Ahmet M. Elbir, Sinem Coleri, Anastasios K. Papazafeiropoulos +2
Many of the machine learning tasks rely on centralized learning (CL), which requires the transmission of local datasets from the clients to a parameter server (PS) entailing huge c…
Non-Stationary Wireless Channel Modeling Approach Based on Extreme Value Theory for Ultra-Reliable Communications
Niloofar Mehrnia, Sinem Coleri
A proper channel modeling methodology that characterizes the statistics of extreme events is key in the design of a system at an ultra-reliable regime of operation. The strict cons…
Federated Dropout Learning for Hybrid Beamforming With Spatial Path Index Modulation In Multi-User mmWave-MIMO Systems
Ahmet M. Elbir, Sinem Coleri, Kumar Vijay Mishra
Millimeter wave multiple-input multiple-output (mmWave-MIMO) systems with small number of radio-frequency (RF) chains have limited multiplexing gain. Spatial path index modulation…
Minimum Length Scheduling for Multi-cell Full Duplex Wireless Powered Communication Networks
Muhammad Shahid Iqbal, Yalcin Sadi, Sinem Coleri
In this paper, we investigate a novel minimum length scheduling problem to determine the optimal power control, and scheduling for constant and continuous rate models, while consid…