Tian-Chen Ruan

Vehicle trajectory planning under observational perturbations with robust adversarial reinforcement learning

State-Aware Adaptive Beam Resource Management for Spectrum-Reuse LEO Satellite-Enabled IoT Networks

Low Earth orbit (LEO) satellite networks provide wide-area access for remote Internet of Things (IoT) services, yet massive terminals, dynamic beam coverage, and strong interference coupling caused by spectrum reuse pose severe resource management challenges. Most existing approaches rely on historical traffic data or...