Elenco Pubblicazioni - Publications (1687)
L Gholami, P Ducange, A Gotta, P Cassara,"Cross-Modal Knowledge Distillation for Path Loss Prediction in Urban mmWave UAV-assisted Networks", ICUMT IEEE Conference, 2025
Written by LADAN GHOLAMI
Accurate path loss (PL) prediction is an essential step for the design and deployment of mmWave UAV-assisted communication networks, especially in urban environments. In this work, we propose a voxel-based 3D Convolutional Neural Network (3D-CNN)…
L Gholami, P Ducange, A Rago, P Cassará, A Gotta, "Explainable Machine Learning for Environment-Aware Channel State Prediction in UAV-Based 6G Networks", WiMob IEEE Conference, 2025
Written by LADAN GHOLAMI
The emergence of 6G networks demands environment-aware communication paradigms to ensure reliable and efficient connectivity, and Channel Knowledge Maps (CKMs) offer a promising solution by mapping spatial locations to detailed channel characteristics for proactive network…
L Gholami, P Ducange, A Gotta, P Cassara,"Leveraging Explainable AI for 3D Geometry-Based Channel Status Prediction in UAV-Assisted Communication Networks",IEEE Open Journal of the Communications Society, 2025
Written by LADAN GHOLAMI
Accurate prediction of receiver state is vital for optimizing network performance in urban settings, where rapid spatial variations in channel conditions pose significant challenges to communication quality. This paper presents a Machine Learning-based framework for…
A. Gentili, M. Bresciani, F. Ruscio, S. Tani, A. Caiti and R. Costanzi “Detection and classification of man-made objects for the autonomy of underwater robots”. IFAC-PapersOnLine, 56(2), 5741-5746.
Written by ALESSANDRO GENTILI
Recent developments in marine technologies allow underwater vehicles to perform survey missions for data collection in an automatic way. The scientific community is now focusing on endowing these vehicles with strong perception capabilities, aiming at…
F. Ruscio, S. Tani, A. Gentili, G. Liverani, A. Bucci, A. Topini, A. Ridolfi and R. Costanzi "Towards Multi-Class Segmentation of Seafloor Images with Posidonia Oceanica." OCEANS 2025 Brest. IEEE, 2025.
Written by ALESSANDRO GENTILI
Posidonia oceanica meadows are key components of the Mediterranean marine ecosystem, offering crucial ecological services such as carbon sequestration, sediment stabilization, and habitat for diverse marine species. Increasing anthropogenic pressures and climate change threaten their…
News
- PhD @ Nanyang Technical University (NTU) & University of Pisa (UniPi)
- Visiting students and scholars mobility agreement with the Academy of Advanced Interdisciplinary Research, Xidian, Xi'an, P.R. China
- Agreement for Double Degree Program with Beihang University, Beijing, P.R. China
- A Michele Pierallini il premio per la migliore tesi di dottorato dell'Università di Pisa
PhD Course News
- Prof. Librino Federico, Istituto di Informatica e Telematica del CNR – Pisa - Italy, "Probabilistic Models for Networks: Random Graphs and Stochastic Geometry", 6,13,20,27 May 2026
- Dr. Siphesihle Sithungu, University of Johannesburg – South Africa, "Generative Models for Intrusion Detection and Cybersecurity Analytics", 13-17 April 2026
- Prof. Giovanni L.C. Masala, Dr. Ioanna Giorgi , University of Kent, School of Computing - UK, "Cognitive models in robotics", 24,27 March 2026
- MODIFICA INIZIO CORSO - Prof. Volker Bertram, DNV – Det Norske Veritas, Hamburg, Germany, "Advanced Digital Technology in Maritime Applications", 24-27 March 2026
- MODIFICA DATE CORSO Prof. Danilo Orlando - Department of Information Engineering, University of Pisa – Italy, "Multivariate Statistical Signal Processing with Applications to Radar Systems", 8,15, 22, 28 May - 4 Jun 2026
