2 papers
cs.NI2025
Optimizing Multi-Gateway LoRaWAN via Cloud-Edge Collaboration and Knowledge Distillation
Hong Yang
For large-scale multi-gateway LoRaWAN networks, this study proposes a cloud-edge collaborative resource allocation and decision-making method based on edge intelligence, HEAT-LDL (…
cs.NI2025
HEAT:History-Enhanced Dual-phase Actor-Critic Algorithm with A Shared Transformer
Hong Yang
For a single-gateway LoRaWAN network, this study proposed a history-enhanced two-phase actor-critic algorithm with a shared transformer algorithm (HEAT) to improve network performa…