12 citations · 15 across the 7 of their papers we have counts for
7 papers
Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems
Dinh-Hieu Tran, Nazar Waheed, Yuris Mulya Saputra +12
With the rapid development of technology, the number of smart mobile users is increasing, accompanied by growing demands from applications such as virtual/augmented reality (VR/XR)…
A Hybrid Quantum-Classical Autoencoder Framework for End-to-End Communication Systems
Bolun Zhang, Gan Zheng, Nguyen Van Huynh
This paper investigates the application of quantum machine learning to End-to-End (E2E) communication systems in wireless fading scenarios. We introduce a novel hybrid quantum-clas…
Multi-Agent Deep Reinforcement Learning for Resilience Optimization in 5G RAN
Soumeya Kaada, Dinh-Hieu Tran, Nguyen Van Huynh +3
Resilience is defined as the ability of a network to resist, adapt, and quickly recover from disruptions, and to continue to maintain an acceptable level of services from users' pe…
A Universal Deep Neural Network for Signal Detection in Wireless Communication Systems
Khalid Albagami, Nguyen Van Huynh, Geoffrey Ye Li
Recently, deep learning (DL) has been emerging as a promising approach for channel estimation and signal detection in wireless communications. The majority of the existing studies…
Generative AI for Unmanned Vehicle Swarms: Challenges, Applications and Opportunities
Guangyuan Liu, Nguyen Van Huynh, Hongyang Du +7
With recent advances in artificial intelligence (AI) and robotics, unmanned vehicle swarms have received great attention from both academia and industry due to their potential to p…
Enabling Technologies for Web 3.0: A Comprehensive Survey
Md Arif Hassan, Mohammad Behdad Jamshidi, Bui Duc Manh +9
Web 3.0 represents the next stage of Internet evolution, aiming to empower users with increased autonomy, efficiency, quality, security, and privacy. This evolution can potentially…