Yi-Ming Huang

Deep Reinforcement Learning-Based Sensing Freshness Optimization in AoI-Constrained Air-Ground Communication Systems

In space-air-ground integrated emergency communication networks (SAGIECNs), unmanned aerial vehicles (UAVs) periodically upload sensing data to ground facilities, but limited battery capacity and wireless spectrum resources make it difficult to ensure both long operational lifetime and timely data transmission. This pa...