معرفی
Lucio Marcenaro is an Associate Professor in the Department of Naval, Electrical, Electronic and Telecommunications Engineering at the University of Genoa, where he serves as Coordinator of the Bachelor's Degree Course in Electronic Engineering and participates in university research committees. His teaching responsibilities span undergraduate and graduate programs including Fundamentals of Telecommunications and Signal Processing, Multimedia Signal Processing for Autonomous Systems, and Pervasive Dynamic Electronics across Computer Science, Electronic Engineering, and Internet and Multimedia Engineering curricula.
His research centers on autonomous systems with emphasis on Bayesian inference frameworks and active inference methodologies. Key investigation areas include vehicle localization using dynamic Bayesian networks, anomaly detection in vehicular networks through generative models, UAV trajectory optimization, and resource allocation in cognitive radio systems. His work integrates signal processing, machine learning, and robotics to develop self-aware systems capable of real-time adaptation in dynamic environments, particularly focusing on explainable AI implementations for autonomous agents.
Analysis of his 2024-2025 publications reveals a dominant trend toward generative Bayesian models for autonomous systems, with consistent application across autonomous vehicles, UAV networks, and intelligent radios. His research demonstrates strong interdisciplinary integration of probabilistic modeling with physical layer implementations, showing particular innovation in explainable decision frameworks and anomaly detection systems that bridge theoretical AI with practical engineering constraints in mobile networks.
