Qihui Wu

Applications of Multi-Agent Reinforcement Learning in Future Internet: A Comprehensive Survey

2022 · IEEE Communications Surveys & Tutorials

Future Internet involves several emerging technologies such as 5G and beyond 5G networks, vehicular networks, unmanned aerial vehicle (UAV) networks, and Internet of Things (IoTs). Moreover, the future Internet becomes heterogeneous and decentralized with a …

Online Federated Learning for Air-Ground Edge Intelligence

2023

Traditional federated learning (FL) usually relies on static ground base stations (BSs) for model aggregation. Unmanned aerial vehicles (UAVs), due to their flexible 3D deployment, can effectively complement ground BSs, enabling the establishment of air-ground …

Fairness Oriented Spectrum Auction for Blockchain-assisted Dynamic Spectrum Sharing

2023

Leveraging the unique characteristics of blockchain, secure and efficient dynamic spectrum sharing (DSS) can be achieved, which has been regarded as a promising solution to meet the spectrum requirement in future wireless communication systems. However, …