Unleashing the power of edge-cloud generative ai in mobile networks: A survey of aigc services

M Xu, H Du, D Niyato, J Kang, Z Xiong… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
Artificial Intelligence-Generated Content (AIGC) is an automated method for generating,
manipulating, and modifying valuable and diverse data using AI algorithms creatively. This …

Advanced deep learning models for 6G: overview, opportunities and challenges

L Jiao, Y Shao, L Sun, F Liu, S Yang, W Ma, L Li… - IEEE …, 2024 - ieeexplore.ieee.org
The advent of the sixth generation of mobile communications (6G) ushers in an era of
heightened demand for advanced network intelligence to tackle the challenges of an …

Generative AI for integrated sensing and communication: Insights from the physical layer perspective

J Wang, H Du, D Niyato, J Kang, S Cui… - IEEE Wireless …, 2024 - ieeexplore.ieee.org
As generative artificial intelligence (GAl) models continue to evolve, their generative
capabilities are increasingly enhanced, and being used exten-sively in content generation …

Generative AI for physical layer communications: A survey

N Van Huynh, J Wang, H Du, DT Hoang… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
The recent evolution of generative artificial intelligence (GAI) leads to the emergence of
groundbreaking applications such as ChatGPT, which not only enhances the efficiency of …

The Role of Generative Artificial Intelligence in Internet of Electric Vehicles

H Zhang, D Niyato, W Zhang, C Zhao… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
With the advancements of GenAI models, their capabilities are expanding significantly
beyond content generation and the models are increasingly being used across diverse …

Generative AI based secure wireless sensing for ISAC networks

J Wang, H Du, Y Liu, G Sun, D Niyato, S Mao… - arXiv preprint arXiv …, 2024 - arxiv.org
Integrated sensing and communications (ISAC) is expected to be a key technology for 6G,
and channel state information (CSI) based sensing is a key component of ISAC. However …

Acceleration estimation of signal propagation path length changes for wireless sensing

J Wang, H Du, D Niyato, M Zhou… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
As indoor applications grow in diversity, wireless sensing, vital in areas like localization and
activity recognition, is attracting renewed interest. Indoor wireless sensing relies on signal …

Enhancing Deep Reinforcement Learning: A Tutorial on Generative Diffusion Models in Network Optimization

H Du, R Zhang, Y Liu, J Wang, Y Lin… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
Generative Diffusion Models (GDMs) have emerged as a transformative force in the realm of
Generative Artificial Intelligence (GenAI), demonstrating their versatility and efficacy across …

A wireless AI-generated content (AIGC) provisioning framework empowered by semantic communication

R Cheng, Y Sun, D Niyato, L Zhang… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
With the significant advances in AI-generated content (AIGC) and the proliferation of mobile
devices, providing high-quality AIGC services via wireless networks is becoming the future …

Adaptive Digital Twin-Assisted 3C Management for QoE-Driven MSVS: A GAI-Based DRL Approach

X Huang, X Qin, M Li, C Huang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Communication, computing, and buffer control (3C) management is essential to enhance
quality-of-experience (QoE) in multicast short video streaming (MSVS). The existing 3C …