5 papers
Disaggregated multi-domain interference classification for O-RAN
Dieter Verbruggen, Hazem Sallouha, Sofie Pollin
Spectrum sharing and dynamic spectrum reuse are becoming increasingly critical in modern wireless networks to address spectrum scarcity. However, these techniques inevitably increa…
Building a real-time physical layer labeled data logging facility for 6G research
Franco Minucci, Raquel Marina Noguera Oishi, Haoqiu Xiong +7
This work describes the architecture and vision of designing and implementing a new test infrastructure for 6G physical layer research at KU Leuven. The Testbed is designed for phy…
Computational Efficient Width-Wise Early Exiting in Wireless Communication Systems
Dieter Verbruggen, Hazem Sallouha, Sofie Pollin
Deep learning (DL) techniques are increasingly pervasive across various domains, including wireless communication, where they extract insights from raw radio signals. However, the…
Distributed Deep Learning for Modulation Classification in 6G Cell-Free Wireless Networks
Dieter Verbruggen, Hazem Sallouha, Sofie Pollin
In the evolution of 6th Generation (6G) technology, the emergence of cell-free networking presents a paradigm shift, revolutionizing user experiences within densely deployed networ…
Enabling Low-Overhead Over-the-Air Synchronization Using Online Learning
Dieter Verbruggen, Hazem Sallouha, Sofie Pollin
Accurate network synchronization is a key enabler for services such as coherent transmission, cooperative decoding, and localization in distributed and cell-free networks. Unlike c…