Haibo Zhou

A Hierarchical Decoupling Framework for Non-Stationary Vehicular Access in Space-Terrestrial Integrated Networks

Integrating Low Earth Orbit (LEO) satellites with terrestrial Road Side Units (RSUs) into Space-Terrestrial Integrated Networks (STIN) offers a promising architecture for continuous cooperative vehicular access. However, realizing efficient multi-vehicle coordination in such heterogeneous environments is hindered by th...

Leveraging Lyapunov-Guided Contextual Bandits for Scalable Distributed Vehicular Access in Satellite–Terrestrial Integrated Networks

The integration of Low Earth Orbit (LEO) satellite with terrestrial Road Side Units (RSUs) offers a promising architecture for 6G-enabled Intelligent Transportation Systems by combining wide-area coverage with low-latency access for Connected Autonomous Vehicles. However, realizing efficient multi-vehicle cooperative a...

M2P-DRL: Navigation and Active Perception for Partially Observable Vehicular Networks

Autonomous vehicular navigation in unknown environments faces many challenges due to partial observability and limited sensing ranges. Although Vehicle-to-Infrastructure communication provides global topological information to overcome local deadlocks, the associated network overhead and latency constraints often hinde...

Meteorological Risk-Aware Route Planning for Low-Altitude Aerial Networks: A Multi-Agent Reinforcement Learning Approach

Unmanned Aerial Vehicle (UAV) swarms operating in low-altitude aerial networks face severe safety threats from complex and dynamic meteorological conditions. However, existing route planning studies often oversimplify these weather impacts into static or binary constraints, lacking refined multi-dimensional risk quanti...

Cloud-Assisted Privacy-Preserving Safety Monitoring Scheme for Online Ride-Hailing Services

Robust and Stable Multipath Transmission in Large-Scale LEO Satellite Networks: An Agentic AI-Driven Approach

Recently, the large-scale Low Earth Orbit (LEO) satellite networks are emerging as a cornerstone of future 6G systems, promising global coverage and massive throughput. However, the complex space environments, such as solar outage and ionospheric scintillation, can lead to regional link impairments that severely underm...

Utility-Aware Resource Allocation for Hybrid NOMA in MEC: A Matching-Coalition Game Approach

The massive influx of uplink task offloading in Multi-access Edge Computing (MEC) systems poses a significant challenge to the capacity of wireless networks. This challenge highlights a fundamental trade-off between Orthogonal Multiple Access (OMA), which provides interference-free but spectrally inefficient communicat...