77 citations · 154 across the 10 of their papers we have counts for
12 papers
Multi-Agent Task Assignment in Vehicular Edge Computing: A Regret-Matching Learning-Based Approach
Bach Long Nguyen, Duong D. Nguyen, Hung X. Nguyen +2
Vehicular edge computing has recently been proposed to support computation-intensive applications in Intelligent Transportation Systems (ITS) such as self-driving cars and augmente…
Energy-Efficient Massive MIMO for Federated Learning: Transmission Designs and Resource Allocations
Tung T. Vu, Hien Q. Ngo, Minh N. Dao +3
This work proposes novel synchronous, asynchronous, and session-based designs for energy-efficient massive multiple-input multiple-output networks to support federated learning (FL…
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…
Joint Resource Allocation to Minimize Execution Time of Federated Learning in Cell-Free Massive MIMO
Tung T. Vu, Duy T. Ngo, Hien Quoc Ngo +3
Due to its communication efficiency and privacy-preserving capability, federated learning (FL) has emerged as a promising framework for machine learning in 5G-and-beyond wireless n…
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…
Joint Optimization of User Association, Data Delivery Rate and Precoding for Cache-Enabled F-RANs
Tung T. Vu, Duy T. Ngo, Lawrence Ong +2
This paper considers the downlink of a cache-enabled fog radio access network (F-RAN) with limited fronthaul capacity, where user association (UA), data delivery rate (DDR) and sig…
Path-Following Algorithms for Beamforming and Signal Splitting in RF Energy Harvesting Networks
Ali A. Nasir, Hoang D. Tuan, Duy T. Ngo +2
We consider the joint design of transmit beamforming and receive signal-splitting ratios in the downlink of a wireless network with simultaneous radio-frequency (RF) information an…
Joint Resource Optimization for Multicell Networks with Wireless Energy Harvesting Relays
Ali A. Nasir, Duy T. Ngo, Xiangyun Zhou +2
This paper first considers a multicell network deployment where the base station (BS) of each cell communicates with its cell-edge user with the assistance of an amplify-and-forwar…