803 citations · 3.5k across the 244 of their papers we have counts for
19 papers · 1 filter
Modular Meta-Learning for Power Control via Random Edge Graph Neural Networks
Ivana Nikoloska, Osvaldo Simeone
In this paper, we consider the problem of power control for a wireless network with an arbitrarily time-varying topology, including the possible addition or removal of nodes. A dat…
Adaptive Offline and Online Similarity-Based Caching
Jizhe Zhou, Osvaldo Simeone, Xing Zhang +1
With similarity-based content delivery, the request for a content can be satisfied by delivering a related content under a dissimilarity cost. This letter addresses the joint optim…
Space Diversity-Based Grant-Free Random Access for Critical and Non-Critical IoT Services
Rahif Kassab, Osvaldo Simeone, Andrea Munari +1
In this paper, we study the coexistence of critical and non-critical Internet of Things (IoT) services on a grant-free channel consisting of radio access and backhaul segments. On…
Online Supervised Learning for Traffic Load Prediction in Framed-ALOHA Networks
Nan Jiang, Yansha Deng, Osvaldo Simeone +1
Predicting the current backlog, or traffic load, in framed-ALOHA networks enables the optimization of resource allocation, e.g., of the frame size. However, this prediction is made…
Semantic-Effectiveness Filtering and Control for Post-5G Wireless Connectivity
Petar Popovski, Osvaldo Simeone, Federico Boccardi +2
The traditional role of a communication engineer is to address the technical problem of transporting bits reliably over a noisy channel. With the emergence of 5G, and the availabil…
Start Making Sense: Semantic Plane Filtering and Control for Post-5G Connectivity
Petar Popovski, Osvaldo Simeone
This is a short position paper that introduces the concepts of semantic plane filtering and control for post-5G connectivity.