22 citations · 24 across the 11 of their papers we have counts for
4 papers · 1 filter
Interference Cancellation GAN Framework for Dynamic Channels
Hung T. Nguyen, Steven Bottone, Kwang Taik Kim +2
Symbol detection is a fundamental and challenging problem in modern communication systems, e.g., multiuser multiple-input multiple-output (MIMO) setting. Iterative Soft Interferenc…
Multi-Edge Server-Assisted Dynamic Federated Learning with an Optimized Floating Aggregation Point
Bhargav Ganguly, Seyyedali Hosseinalipour, Kwang Taik Kim +4
We propose cooperative edge-assisted dynamic federated learning (CE-FL). CE-FL introduces a distributed machine learning (ML) architecture, where data collection is carried out at…
Adversarial Neural Networks for Error Correcting Codes
Hung T. Nguyen, Steven Bottone, Kwang Taik Kim +2
Error correcting codes are a fundamental component in modern day communication systems, demanding extremely high throughput, ultra-reliability and low latency. Recent approaches us…
On-the-fly Resource-Aware Model Aggregation for Federated Learning in Heterogeneous Edge
Hung T. Nguyen, Roberto Morabito, Kwang Taik Kim +1
Edge computing has revolutionized the world of mobile and wireless networks world thanks to its flexible, secure, and performing characteristics. Lately, we have witnessed the incr…