6 citations · 8 across the 6 of their papers we have counts for
3 papers · 1 filter
From RAN Control to Agentic Intelligence: Architecture and Vision for Energy Efficient AI-RAN
Sabrine Aroua, Alexis I. Aravanis, Ilias Chatzistefanidis +7
Future 6G networks will rely on highly distributed, AI-native Radio Access Networks (RANs), where communication and AI workloads share a common infrastructure. This evolution, comb…
Analytical Performance Model for Poisson Wireless Networks with Pathloss and Shadowing Propagation
Jean-Marc Kelif, Stephane Senecal, Marceau Coupechoux +1
The SINR (signal to interference plus noise ratio) is a key factor for wireless networks analysis. Indeed, the SINR distribution allows the derivation of performance and quality of…
The association problem in wireless networks: a Policy Gradient Reinforcement Learning approach
Richard Combes, Ilham El Bouloumi, Stephane Senecal +1
The purpose of this paper is to develop a self-optimized association algorithm based on PGRL (Policy Gradient Reinforcement Learning), which is both scalable, stable and robust. Th…