Publications (9)
SINR Model with Best Server Association for High Availability Studies of Wireless Networks
David Oehmann, Ahmad Awada, Ingo Viering +2
The signal-to-interference-and-noise ratio (SINR) is of key importance for the analysis and design of wireless networks. For addressing new requirements imposed on wireless communi…
Analysis of Handover Failures in Heterogeneous Networks with Fading
Karthik Vasudeva, Meryem Simsek, David Lopez-Perez +1
The handover process is one of the most critical functions in a cellular network, and is in charge of maintaining seamless connectivity of user equipments (UEs) across multiple cel…
Context-Aware Mobility Management in HetNets: A Reinforcement Learning Approach
Meryem Simsek, Mehdi Bennis, Ismail Güvenc
The use of small cell deployments in heterogeneous network (HetNet) environments is expected to be a key feature of 4G networks and beyond, and essential for providing higher user…
Toward a Tactile Internet Reference Architecture: Vision and Progress of the IEEE P1918.1 Standard
Adnan Aijaz, Zaher Dawy, Nikolaos Pappas +3
The term Tactile Internet broadly refers to a communication network which is capable of delivering control, touch, and sensing/actuation information in real-time. The Tactile Inter…
Learning Based Frequency- and Time-Domain Inter-Cell Interference Coordination in HetNets
Meryem Simsek, Mehdi Bennis, Ismail Guvenc
In this article, we focus on inter-cell interference coordination (ICIC) techniques in heterogeneous network (Het-Net) deployments, whereby macro- and picocells autonomously optimi…
Resource Management in Wireless Networks via Multi-Agent Deep Reinforcement Learning
Navid Naderializadeh, Jaroslaw Sydir, Meryem Simsek +1
We propose a mechanism for distributed resource management and interference mitigation in wireless networks using multi-agent deep reinforcement learning (RL). We equip each transm…