5 papers
Agentic AI-Driven UAV Network Deployment: An LLM-Enhanced Exact Potential Game Approach
Xin Tang, Xiaohuan Li, Qian Chen +6
Unmanned aerial vehicular network (UAVN) is envisioned to provide flexible connectivity, wide-area coverage, and low-latency services in dynamic environments. From an agentic artif…
Topology Generation of UAV Covert Communication Networks: A Graph Diffusion Approach with Incentive Mechanism
Xin Tang, Qian Chen, Fengshun Li +5
With the growing demand for Uncrewed Aerial Vehicle (UAV) networks in sensitive applications, such as urban monitoring, emergency response, and secure sensing, ensuring reliable co…
Task Assignment and Exploration Optimization for Low Altitude UAV Rescue via Generative AI Enhanced Multi-agent Reinforcement Learning
Xin Tang, Qian Chen, Wenjie Weng +6
The integration of emerging uncrewed aerial vehicles (UAVs) with artificial intelligence (AI) and ground-embedded robots (GERs) has transformed emergency rescue operations in unkno…
DNN Task Assignment in UAV Networks: A Generative AI Enhanced Multi-Agent Reinforcement Learning Approach
Xin Tang, Qian Chen, Wenjie Weng +4
Unmanned Aerial Vehicles (UAVs) possess high mobility and flexible deployment capabilities, prompting the development of UAVs for various application scenarios within the Internet…
Digital Twin-Empowered Task Assignment in Aerial MEC Network: A Resource Coalition Cooperation Approach with Generative Model
Xin Tang, Qian Chen, Rong Yu +1
To meet the demands for ubiquitous communication and temporary edge computing in 6G networks, aerial mobile edge computing (MEC) networks have been envisioned as a new paradigm. Ho…