5 papers
Age-of-Information Aware Federated Learning with Finite Speed Pinching Antenna
Kaidi Wang, Daniel K C So, Zhiguo Ding
This paper investigates age-of-information (AoI) aware federated learning over wireless networks with finite speed pinching antennas. In contrast to existing studies that assume an…
Leaky Coaxial Cable based Generalized Pinching-Antenna Systems with Dual-Port Feeding
Kaidi Wang, Zhiguo Ding, Daniel K. C. So
By leveraging the distributed leakage radiation of leaky coaxial cables (LCXs), the concept of pinching antennas can be generalized from the conventional high-frequency waveguide b…
Robust Energy-Efficient Sleep-Mode Strategy for Multi-RIS-Aided Cell-Free Massive MIMO
Hongyi Luo, Wenyu Song, Daniel K. C. So +2
With the explosive growth of data traffic and the ubiquitous connectivity of wireless devices, the energy demands of wireless networks have inevitably escalated. Reconfigurable int…
Adaptive Biased User Scheduling for Heterogeneous Wireless Federate Learning Network
Changxiang Wu, Yijing Ren, Daniel K. C. So +1
Federated Learning (FL) has revolutionized collaborative model training in distributed networks, prioritizing data privacy and communication efficiency. This paper investigates eff…
Empowering Large Language Models in Wireless Communication: A Novel Dataset and Fine-Tuning Framework
Yushen Lin, Ruichen Zhang, Wenqi Huang +4
In this work, we develop a specialized dataset aimed at enhancing the evaluation and fine-tuning of large language models (LLMs) specifically for wireless communication application…