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Tony Q. S. Quek

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2026

Efficient Two-Timescale User Grouping and Resource Allocation for LEO Satellite Networks With Uneven Traffic

Low Earth Orbit (LEO) satellite networks are envisioned to provide wide-area connectivity for a massive number of user terminals. Realizing this vision requires efficient resource allocation, including user grouping, beamforming (BF) and power control, that adapts to the uneven spatio-temporal distribution of user loca...

Xiao-Yu Liu, Min Lin, Ru-Xuan Guan et al. · 0 citations
#edge computing Oct 2026

Prediction-Assisted Multi-UAV Online Service Migration and Trajectory Control for MEC-Empowered Vehicular Networks

The rapid proliferation of intelligent vehicular networks and mobile edge computing (MEC) demands substantial improvements in computation efficiency, latency reduction, and service continuity, especially under high mobility and stochastic task generation.Conventional single-uncrewed aerial vehicle (UAV) solutions with...

Wei Feng, Wenyang Gao, Jianping Yao et al. · 0 citations
2026

Domain-Guided Soft Actor–Critic for Network Slicing in Cell-Free Massive MIMO Systems

Cell-free massive multiple-input multiple-output (mMIMO), which eliminates cell edge effects and enhances coverage and resource utilization, is suited for industrial Internet of things (IIoT) applications. In user-centric cell-free mMIMO-based IIoT networks, joint optimization of network slicing and access point (AP) s...

Na Li, Meiyan Song, Hangguan Shan et al. · 1 citation

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