activity
20132022
most citedResource Management in Wireless Networks via Multi-Agent Deep Reinforcement Learning

187 citations · 370 across the 8 of their papers we have counts for

collaborators

9 papers

cs.NI2022★ 16 cited

When Internet of Things meets Metaverse: Convergence of Physical and Cyber Worlds

Kai Li, Yingping Cui, Weicai Li +6

In recent years, the Internet of Things (IoT) is studied in the context of the Metaverse to provide users immersive cyber-virtual experiences in mixed reality environments. This su…

cs.LG2020★ 187 cited

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…

cs.LG2019★ 4 cited

When Multiple Agents Learn to Schedule: A Distributed Radio Resource Management Framework

Navid Naderializadeh, Jaroslaw Sydir, Meryem Simsek +2

Interference among concurrent transmissions in a wireless network is a key factor limiting the system performance. One way to alleviate this problem is to manage the radio resource…

cs.NI2018★ 20 cited

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…

cs.NI2015★ 17 cited

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…

cs.NI2015

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…