UniCa visit 2026

AI/ML for Networking @ Università degli Studi di Cagliari (2026)

Lecture 1:

• Introduction to Wi-Fi - Slides
• DCF performance - Matlab script

Lecture 2:

• Wi-Fi resource allocation & Reinforcement Learning - Slides
• RL agents in Wi-Fi simulations - Colab Notebook

Lecture 3:

• Wi-Fi sensing & federated learning - Slides
• Dataset 1 (Pose Estimation)
• Dataset 2 (Pose Estimation through Federated Learning)

Lecture 4:

• Time series & Wi-Fi traffic prediction - Slides
• Wi-Fi traffic prediction - Colab Notebook