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 …

Beyond deep reinforcement learning: A tutorial on generative diffusion models in network optimization

H Du, R Zhang, Y Liu, J Wang, Y Lin, Z Li… - arXiv preprint arXiv …, 2023 - arxiv.org
Generative Diffusion Models (GDMs) have emerged as a transformative force in the realm of
Generative Artificial Intelligence (GAI), demonstrating their versatility and efficacy across a …

Generative AI-driven semantic communication networks: Architecture, technologies and applications

C Liang, H Du, Y Sun, D Niyato, J Kang, D Zhao… - arXiv preprint arXiv …, 2023 - arxiv.org
Generative artificial intelligence (GAI) has emerged as a rapidly burgeoning field
demonstrating significant potential in creating diverse contents intelligently and …

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 …

Generative ai for unmanned vehicle swarms: Challenges, applications and opportunities

G Liu, N Van Huynh, H Du, DT Hoang, D Niyato… - arXiv preprint arXiv …, 2024 - arxiv.org
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 …

A perceptually motivated approach for low-complexity speech semantic communication

X Chen, J Wang, L Xu, J Huang… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
Deep learning-based semantic communication is an emerging communication method that
achieves cooperative transmission between source and channel. The primary objectives of …

Enhancing Semantic Communication with Deep Generative Models--An ICASSP Special Session Overview

E Grassucci, Y Mitsufuji, P Zhang… - arXiv preprint arXiv …, 2023 - arxiv.org
Semantic communication is poised to play a pivotal role in shaping the landscape of future
AI-driven communication systems. Its challenge of extracting semantic information from the …

Feature Allocation for Semantic Communication with Space-Time Importance Awareness

K Zhou, G Zhang, Y Cai, Q Hu, G Yu… - arXiv preprint arXiv …, 2024 - arxiv.org
In the realm of semantic communication, the significance of encoded features can vary,
while wireless channels are known to exhibit fluctuations across multiple subchannels in …

A Feature-Enhanced and Adaptive Routing Framework for Fish School Detection on AUVs for Degraded Underwater Imaging Environments

Y Jiang, Y Wang, Y Zhang, Q Guo… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
Underwater biological detection technology holds considerable promise for delving into the
abundance of marine species and resources. It can seamlessly integrate into autonomous …

Applications of Generative AI (GAI) for Mobile and Wireless Networking: A Survey

TH Vu, SK Jagatheesaperumal, MD Nguyen… - arXiv preprint arXiv …, 2024 - arxiv.org
The success of Artificial Intelligence (AI) in multiple disciplines and vertical domains in
recent years has promoted the evolution of mobile networking and the future Internet toward …