3 citations · 6 across the 10 of their papers we have counts for
4 papers · 1 filter
Approaching Globally Optimal Energy Efficiency in Interference Networks via Machine Learning
Bile Peng, Karl-Ludwig Besser, Ramprasad Raghunath +1
This work presents a machine learning approach to optimize the energy efficiency (EE) in a multi-cell wireless network. This optimization problem is non-convex and its global optim…
Two-Hop Age of Information Scheduling for Multi-UAV Assisted Mobile Edge Computing: FRL vs MADDPG
Marjan Tajik, Mohammadreza Maleki, Nader Mokari +4
In this work, we adopt the emerging technology of mobile edge computing (MEC) in the Unmanned aerial vehicles (UAVs) for communication-computing systems, to optimize the age of inf…
Resource allocation for reconfigurable intelligent surface aided broadcast channels
Cong Sun, Xian Liu, Bile Peng +1
A two-user downlink network aided by a reconfigurable intelligent surface is considered. The weighted sum signal to interference plus noise ratio maximization and the sum rate maxi…
Reconfigurable Intelligent Surface Enabled Spatial Multiplexing with Fully Convolutional Network
Bile Peng, Jan-Aike Termöhlen, Cong Sun +4
Reconfigurable intelligent surface (RIS) is an emerging technology for future wireless communication systems. In this work, we consider downlink spatial multiplexing enabled by the…