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Federated Learning for UAV Content Delivery by Sravan Kumar is a document available to read on EtoBox.

This dissertation presents a hierarchical framework for federated reinforcement learning aimed at enhancing content dissemination in Unmanned Aerial Vehicle (UAV) networks during disaster scenarios. It introduces a two-tier system of Anchor UAVs and Micro-Ferrying UAVs to strategically manage content delivery while minimizing communication overhead, thus addressing the challenges of isolated communities with diverse information needs. The research integrates trajectory-aware caching strategies and multi-arm

Author
Sravan Kumar
Language
EN