Dynamic Spectrum Sharing Based on Federated Learning and Multi-Agent Actor-Critic Reinforcement Learning

T Yang, W Zhang, Y Bo, J Sun… - … and Mobile Computing …, 2023 - ieeexplore.ieee.org
In order to improve spectrum efficiency in emergency communications, a dynamic spectrum
sharing (DSS) scheme based on federated learning (FL) and deep reinforcement learning …

Mobility-Aware Resource Allocation in IoRT Network for Post-Disaster Communications with Parameterized Reinforcement Learning

H Kabir, ML Tham, YC Chang, CO Chow, Y Owada - Sensors, 2023 - mdpi.com
Natural disasters, including earthquakes, floods, landslides, tsunamis, wildfires, and
hurricanes, have become more common in recent years due to rapid climate change. For …

A coordinates-based hierarchical computing framework towards spatial data processing

C Qiu, H Wang, Q Yang, C Su, H Huang - Computer Communications, 2023 - Elsevier
The vehicle-based mobile base station (VMBS) has been developed by NTT a few years
ago, which plays an important role in reconstructing an emergency communication network …