no code implementations • 22 Apr 2024 • Zifan Zhang, Mingzhe Chen, Zhaohui Yang, Yuchen Liu
In recent years, the complexity of 5G and beyond wireless networks has escalated, prompting a need for innovative frameworks to facilitate flexible management and efficient deployment.
no code implementations • 22 Apr 2024 • Zifan Zhang, Minghong Fang, Jiayuan Huang, Yuchen Liu
Federated Learning (FL) offers a distributed framework to train a global control model across multiple base stations without compromising the privacy of their local network data.
no code implementations • 23 Mar 2024 • FNU Hairi, Zifan Zhang, Jia Liu
This leads to an interesting open question: Can the local TD-update approach entail low sample and communication complexities?