6 citations · 7 across the 6 of their papers we have counts for
6 papers
Explainable AI for UAV Mobility Management: A Deep Q-Network Approach for Handover Minimization
Irshad A. Meer, Bruno Hörmann, Mustafa Ozger +4
The integration of unmanned aerial vehicles (UAVs) into cellular networks presents significant mobility management challenges, primarily due to frequent handovers caused by probabi…
Handover Delay Minimization in Non-Terrestrial Networks: Impact of Open RAN Functional Splits
Siva Satya Sri Ganesh Seeram, Luca Feltrin, Mustafa Ozger +2
This paper addresses the challenge of optimizing handover (HO) performance in non-terrestrial networks (NTNs) to enhance user equipment (UE) effective service time, defined as the…
Hierarchical Multi-Agent DRL Based Dynamic Cluster Reconfiguration for UAV Mobility Management
Irshad A. Meer, Karl-Ludwig Besser, Mustafa Ozger +3
Multi-connectivity involves dynamic cluster formation among distributed access points (APs) and coordinated resource allocation from these APs, highlighting the need for efficient…
Ultra-Reliable Low-Latency Communication for Aerial Vehicles via Multi-Connectivity
Fateme Salehi, Mustafa Ozger, Naaser Neda +1
Aerial vehicles (AVs) such as electric vertical take-off and landing (eVTOL) make aerial passenger transportation a reality in urban environments. However, their communication conn…
mmWave Communications for Indoor Dense Spaces: Ray-Tracing Based Channel Characterization and Performance Comparison
Ozan Alp Topal, Mustafa Ozger, Dominic Schupke +2
In this paper, the indoor dense space (IDS) channel at 28 GHz is characterized through extensive Ray-Tracing (RT) simulations. We consider IDS as a specific type of indoor environm…
Machine Learning assisted Handover and Resource Management for Cellular Connected Drones
Amin Azari, Fayezeh Ghavimi, Mustafa Ozger +2
Enabling cellular connectivity for drones introduces a wide set of challenges and opportunities. Communication of cellular-connected drones is influenced by 3-dimensional mobility…