activity
20232026
most citedA Comparative Analysis of Deep Reinforcement Learning-based xApps in O-RAN

1 citations · 1 across the 7 of their papers we have counts for

collaborators

9 papers

cs.NI2026

Cross-Layer Optimization and System-Level Design of Next-Generation Wireless Networks via Intelligent RAN Control

Maria Tsampazi

Recent years have seen the evolution of the traditional Radio Access Network (RAN) toward more open, programmable, disaggregated, and intelligent architectures, known as an Open RA…

cs.NI2026

ARIADNE: AI-RAN Informed Link Adaptation in Digital Twin Network Environments

Maria Tsampazi, Neagin Neasamoni Santhi, Nicole Perrotta +2

Artificial Intelligence (AI)-powered Radio Access Network (RAN) networks have attracted significant attention from both industry and academia. Meanwhile, Digital Twins offer a safe…

cs.NI2026

Satellite-Terrestrial Spectrum Sharing in FR3 through QoS-Aware Power Control and Spatial Nulling

Maria Tsampazi, Paolo Testolina, Michele Polese +1

Frequency Range 3 (FR3), encompassing frequencies between 7.125 and 24.25 GHz, is an emerging frequency band for 6th generation (6G) applications. The upper mid-band, as it is freq…

cs.NI2025

O-RIS-ing: Evaluating RIS-Assisted NextG Open RAN

Maria Tsampazi, Michele Polese, Falko Dressler +1

Reconfigurable Intelligent Surfaces (RISs) pose as a transformative technology to revolutionize the cellular architecture of Next Generation (NextG) Radio Access Networks (RANs). P…

cs.NI2024

System-Level Experimental Evaluation of Reconfigurable Intelligent Surfaces for NextG Communication Systems

Maria Tsampazi, Tommaso Melodia

Reconfigurable Intelligent Surfaces (RISs) are a promising technique for enhancing the performance of Next Generation (NextG) wireless communication systems in terms of both spectr…

cs.NI2024

PandORA: Automated Design and Comprehensive Evaluation of Deep Reinforcement Learning Agents for Open RAN

Maria Tsampazi, Salvatore D'Oro, Michele Polese +5

The highly heterogeneous ecosystem of NextG wireless communication systems calls for novel networking paradigms where functionalities and operations can be dynamically and optimall…