22 citations · 23 across the 5 of their papers we have counts for
6 papers
BACSA: A Bias-Aware Client Selection Algorithm for Privacy-Preserving Federated Learning in Wireless Healthcare Networks
Sushilkumar Yadav, Irem Bor-Yaliniz
Federated Learning (FL) has emerged as a transformative approach in healthcare, enabling collaborative model training across decentralized data sources while preserving user privac…
Autonomous UAV Base Stations for Next Generation Wireless Networks: A Deep Learning Approach
Ali Murat Demirtas, Mehmet Saygin Seyfioglu, Irem Bor-Yaliniz +2
To address the ever-growing connectivity demands of wireless communications, the adoption of ingenious solutions, such as Unmanned Aerial Vehicles (UAVs) as mobile Base Stations (B…
An agile and distributed mechanism for inter-domain network slicing in next generation mobile networks
Jalal Khamse-Ashari, Gamini Senarath, Irem Bor-Yaliniz +1
Network slicing is emerging as a promising method to provide sought-after versatility and flexibility to cope with ever-increasing demands. To realize such potential advantages and…
Spatial Configuration of Agile Wireless Networks with Drone-BSs and User-in-the-loop
Irem Bor-Yaliniz, Amr El-Keyi, Halim Yanikomeroglu
Agile networking can reduce over-engineering, costs, and energy waste. Towards that end, it is vital to exploit all degrees of freedom of wireless networks efficiently, so that ser…
User Association and Bandwidth Allocation for Terrestrial and Aerial Base Stations with Backhaul Considerations
Elham Kalantari, Irem Bor-Yaliniz, Abbas Yongacoglu +1
Drone base stations (DBSs) can enhance network coverage and area capacity by moving supply towards demand when required. This degree of freedom could be especially useful for futur…
The New Frontier in RAN Heterogeneity: Multi-tier Drone-Cells
Irem Bor-Yaliniz, Halim Yanikomeroglu
In cellular networks, the locations of the radio access network (RAN) elements are determined mainly based on the long-term traffic behaviour. However, when the random and hard-to-…