77 citations · 77 across the 4 of their papers we have counts for
7 papers
Energy-Efficient Massive MIMO for Serving Multiple Federated Learning Groups
Tung T. Vu, Hien Quoc Ngo, Duy T. Ngo +2
With its privacy preservation and communication efficiency, federated learning (FL) has emerged as a learning framework that suits beyond 5G and towards 6G systems. This work looks…
Cell-Free Massive MIMO for Wireless Federated Learning
Tung T. Vu, Duy T. Ngo, Nguyen H. Tran +3
This paper proposes a novel scheme for cell-free massive multiple-input multiple-output (CFmMIMO) networks to support any federated learning (FL) framework. This scheme allows each…
Performance Analysis of Cooperative V2V and V2I Communications under Correlated Fading
Furqan Jameel, Muhammad Awais Javed, Duy T. Ngo
Cooperative vehicular networks will play a vital role in the coming years to implement various intelligent transportation-related applications. Both vehicle-to-vehicle (V2V) and ve…
Wireless Network Slicing: Generalized Kelly Mechanism Based Resource Allocation
Yan Kyaw Tun, Nguyen H. Tran, Duy Trong Ngo +3
Wireless network slicing (i.e., network virtualization) is one of the potential technologies for addressing the issue of rapidly growing demand in mobile data services related to 5…
Supervised and Semi-Supervised Learning for MIMO Blind Detection with Low-Resolution ADCs
Ly V. Nguyen, Duy T. Ngo, Nghi H. Tran +2
The use of low-resolution analog-to-digital converters (ADCs) is considered to be an effective technique to reduce the power consumption and hardware complexity of wireless transce…
Sequencing and Scheduling for Multi-User Machine-Type Communication
Sheeraz A. Alvi, Xiangyun Zhou, Salman Durrani +1
In this paper, we propose joint sequencing and scheduling optimization for uplink machine-type communication (MTC). We consider multiple energy-constrained MTC devices that transmi…