154 citations · 680 across the 60 of their papers we have counts for
3 papers · 1 filter
Quantum-Assisted Memory-Efficient Training for Parameter-Intensive Wi-Fi-Based Human Activity Recognition
To Truong An, Jie Zhang, Guolin Yin +4
Wi-Fi-based human activity recognition (HAR) has become an important part of integrated sensing and communications, paving the way for a range of context-aware services. However, m…
An Unsupervised Learning Approach for Spectrum Allocation in Terahertz Communication Systems
Akram Shafie, Chunhui Li, Nan Yang +2
We propose a new spectrum allocation strategy, aided by unsupervised learning, for multiuser terahertz communication systems. In this strategy, adaptive sub-band bandwidth is consi…
FedFog: Network-Aware Optimization of Federated Learning over Wireless Fog-Cloud Systems
Van-Dinh Nguyen, Symeon Chatzinotas, Bjorn Ottersten +1
Federated learning (FL) is capable of performing large distributed machine learning tasks across multiple edge users by periodically aggregating trained local parameters. To addres…