43 citations · 117 across the 48 of their papers we have counts for
4 papers · 1 filter
AI-Based KPI Prediction Methods in Future 6G Networks: A Survey
Niloofar Mehrnia, Gourav Prateek Sharma, Samie Mostafavi +4
The evolution from 5G to 5G-Advanced and the vision of 6G demand unprecedented levels of network performance, in which meeting stringent network Key Performance Indicators (KPIs),…
Ultra-High Reliability by Predictive Interference Management Using Extreme Value Theory
Fateme Salehi, Aamir Mahmood, Sinem Coleri +1
Ultra-reliable low-latency communications (URLLC) require innovative approaches to modeling channel and interference dynamics, extending beyond traditional average estimates to enc…
Diffusion Model Based Resource Allocation Strategy in Ultra-Reliable Wireless Networked Control Systems
Amirhassan Babazadeh Darabi, Sinem Coleri
Diffusion models are vastly used in generative AI, leveraging their capability to capture complex data distributions. However, their potential remains largely unexplored in the fie…
Optimization Theory Based Deep Reinforcement Learning for Resource Allocation in Ultra-Reliable Wireless Networked Control Systems
Hamida Qumber Ali, Amirhassan Babazadeh Darabi, Sinem Coleri
The design of Wireless Networked Control System (WNCS) requires addressing critical interactions between control and communication systems with minimal complexity and communication…